From 634c9c63fd63c7d57efdfc00f7104a6beec4197e Mon Sep 17 00:00:00 2001 From: Leon Luttenberger Date: Mon, 8 Jul 2024 08:08:29 +0200 Subject: [PATCH 1/5] chore: bump version to 3.9.0 (#2877) --- .bumpversion.toml | 2 +- README.md | 80 +++++++++---------- VERSION | 2 +- awswrangler/__metadata__.py | 2 +- awswrangler/athena/_read.py | 16 ++-- awswrangler/catalog/_create.py | 4 +- awswrangler/s3/_read_orc.py | 4 +- awswrangler/s3/_read_parquet.py | 4 +- awswrangler/s3/_read_text.py | 6 +- awswrangler/s3/_write_orc.py | 4 +- awswrangler/s3/_write_parquet.py | 6 +- awswrangler/s3/_write_text.py | 12 +-- docs/source/install.rst | 2 +- pyproject.toml | 2 +- test_infra/pyproject.toml | 2 +- tests/unit/test_metadata.py | 2 +- tutorials/001 - Introduction.ipynb | 20 ++--- ...ySQL, PostgreSQL, SQL Server, Oracle.ipynb | 30 +++---- tutorials/014 - Schema Evolution.ipynb | 6 +- tutorials/021 - Global Configurations.ipynb | 2 +- ...22 - Writing Partitions Concurrently.ipynb | 2 +- .../023 - Flexible Partitions Filter.ipynb | 2 +- tutorials/030 - Data Api.ipynb | 8 +- 23 files changed, 110 insertions(+), 110 deletions(-) diff --git a/.bumpversion.toml b/.bumpversion.toml index 19ae23f7a..147659b84 100644 --- a/.bumpversion.toml +++ b/.bumpversion.toml @@ -1,5 +1,5 @@ [tool.bumpversion] -current_version = "3.8.0" +current_version = "3.9.0" commit = false tag = false tag_name = "{new_version}" diff --git a/README.md b/README.md index 6b6cabbce..b59084ab1 100644 --- a/README.md +++ b/README.md @@ -94,27 +94,27 @@ FROM "sampleDB"."sampleTable" ORDER BY time DESC LIMIT 3 ## At scale AWS SDK for pandas can also run your workflows at scale by leveraging [Modin](https://modin.readthedocs.io/en/stable/) and [Ray](https://www.ray.io/). Both projects aim to speed up data workloads by distributing processing over a cluster of workers. -Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html) or head to our latest [tutorials](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) to learn more. +Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/scale.html) or head to our latest [tutorials](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) to learn more. > ⚠️ **Ray is currently not available for Python 3.12. While AWS SDK for pandas supports Python 3.12, it cannot be used at scale.** ## [Read The Docs](https://aws-sdk-pandas.readthedocs.io/) -- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/about.html) -- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html) - - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#pypi-pip) - - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#conda) - - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-lambda-layer) - - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-glue-python-shell-jobs) - - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-glue-pyspark-jobs) - - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#amazon-sagemaker-notebook) - - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#amazon-sagemaker-notebook-lifecycle) - - [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#emr) - - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#from-source) -- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html) - - [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html#getting-started) - - [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html#supported-apis) - - [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html#resources) +- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/about.html) +- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html) + - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#pypi-pip) + - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#conda) + - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-lambda-layer) + - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-glue-python-shell-jobs) + - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-glue-pyspark-jobs) + - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#amazon-sagemaker-notebook) + - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#amazon-sagemaker-notebook-lifecycle) + - [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#emr) + - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#from-source) +- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/scale.html) + - [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/scale.html#getting-started) + - [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/scale.html#supported-apis) + - [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/scale.html#resources) - [**Tutorials**](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) - [001 - Introduction](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/001%20-%20Introduction.ipynb) - [002 - Sessions](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/002%20-%20Sessions.ipynb) @@ -155,30 +155,30 @@ Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/scale.html) or he - [039 - Athena Iceberg](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/039%20-%20Athena%20Iceberg.ipynb) - [040 - EMR Serverless](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/040%20-%20EMR%20Serverless.ipynb) - [041 - Apache Spark on Amazon Athena](https://github.com/aws/aws-sdk-pandas/blob/main/tutorials/041%20-%20Apache%20Spark%20on%20Amazon%20Athena.ipynb) -- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html) - - [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-s3) - - [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#aws-glue-catalog) - - [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-athena) - - [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-redshift) - - [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#postgresql) - - [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#mysql) - - [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#sqlserver) - - [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#oracle) - - [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#data-api-redshift) - - [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#data-api-rds) - - [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#opensearch) - - [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#aws-glue-data-quality) - - [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-neptune) - - [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#dynamodb) - - [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-timestream) - - [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-emr) - - [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-cloudwatch-logs) - - [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-chime) - - [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#amazon-quicksight) - - [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#aws-sts) - - [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#aws-secrets-manager) - - [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#global-configurations) - - [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html#distributed-ray) +- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html) + - [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-s3) + - [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#aws-glue-catalog) + - [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-athena) + - [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-redshift) + - [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#postgresql) + - [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#mysql) + - [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#sqlserver) + - [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#oracle) + - [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#data-api-redshift) + - [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#data-api-rds) + - [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#opensearch) + - [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#aws-glue-data-quality) + - [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-neptune) + - [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#dynamodb) + - [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-timestream) + - [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-emr) + - [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-cloudwatch-logs) + - [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-chime) + - [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#amazon-quicksight) + - [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#aws-sts) + - [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#aws-secrets-manager) + - [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#global-configurations) + - [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html#distributed-ray) - [**License**](https://github.com/aws/aws-sdk-pandas/blob/main/LICENSE.txt) - [**Contributing**](https://github.com/aws/aws-sdk-pandas/blob/main/CONTRIBUTING.md) diff --git a/VERSION b/VERSION index 0be1fc7d2..b72ad011f 100644 --- a/VERSION +++ b/VERSION @@ -1 +1 @@ -3.8.0 \ No newline at end of file +3.9.0 \ No newline at end of file diff --git a/awswrangler/__metadata__.py b/awswrangler/__metadata__.py index 05e75de39..7d7639c69 100644 --- a/awswrangler/__metadata__.py +++ b/awswrangler/__metadata__.py @@ -7,5 +7,5 @@ __title__: str = "awswrangler" __description__: str = "Pandas on AWS." -__version__: str = "3.8.0" +__version__: str = "3.9.0" __license__: str = "Apache License 2.0" diff --git a/awswrangler/athena/_read.py b/awswrangler/athena/_read.py index 996ed8705..10fe2e43a 100644 --- a/awswrangler/athena/_read.py +++ b/awswrangler/athena/_read.py @@ -794,11 +794,11 @@ def read_sql_query( **Related tutorial:** - - `Amazon Athena `_ - - `Athena Cache `_ - - `Global Configurations `_ **There are three approaches available through ctas_approach and unload_approach parameters:** @@ -862,7 +862,7 @@ def read_sql_query( /athena.html#Athena.Client.get_query_execution>`_ . For a practical example check out the - `related tutorial `_! @@ -1139,11 +1139,11 @@ def read_sql_table( **Related tutorial:** - - `Amazon Athena `_ - - `Athena Cache `_ - - `Global Configurations `_ **There are three approaches available through ctas_approach and unload_approach parameters:** @@ -1207,7 +1207,7 @@ def read_sql_table( /athena.html#Athena.Client.get_query_execution>`_ . For a practical example check out the - `related tutorial `_! diff --git a/awswrangler/catalog/_create.py b/awswrangler/catalog/_create.py index aa0f7779a..080438a5c 100644 --- a/awswrangler/catalog/_create.py +++ b/awswrangler/catalog/_create.py @@ -1115,7 +1115,7 @@ def create_csv_table( If True allows schema evolution (new or missing columns), otherwise a exception will be raised. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")) Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html sep : str String of length 1. Field delimiter for the output file. skip_header_line_count : Optional[int] @@ -1300,7 +1300,7 @@ def create_json_table( If True allows schema evolution (new or missing columns), otherwise a exception will be raised. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")) Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html serde_library : Optional[str] Specifies the SerDe Serialization library which will be used. You need to provide the Class library name as a string. diff --git a/awswrangler/s3/_read_orc.py b/awswrangler/s3/_read_orc.py index 315fe95b6..ecb66ee69 100644 --- a/awswrangler/s3/_read_orc.py +++ b/awswrangler/s3/_read_orc.py @@ -225,7 +225,7 @@ def read_orc( must return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html columns : List[str], optional List of columns to read from the file(s). validate_schema : bool, default False @@ -385,7 +385,7 @@ def read_orc_table( must return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html columns : List[str], optional List of columns to read from the file(s). validate_schema : bool, default False diff --git a/awswrangler/s3/_read_parquet.py b/awswrangler/s3/_read_parquet.py index 9d892216e..c5e53ca33 100644 --- a/awswrangler/s3/_read_parquet.py +++ b/awswrangler/s3/_read_parquet.py @@ -398,7 +398,7 @@ def read_parquet( must return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html columns : List[str], optional List of columns to read from the file(s). validate_schema : bool, default False @@ -640,7 +640,7 @@ def read_parquet_table( must return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html columns : List[str], optional List of columns to read from the file(s). validate_schema : bool, default False diff --git a/awswrangler/s3/_read_text.py b/awswrangler/s3/_read_text.py index 984c20537..27a388f25 100644 --- a/awswrangler/s3/_read_text.py +++ b/awswrangler/s3/_read_text.py @@ -236,7 +236,7 @@ def read_csv( This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional @@ -398,7 +398,7 @@ def read_fwf( This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional @@ -567,7 +567,7 @@ def read_json( This function MUST return a bool, True to read the partition or False to ignore it. Ignored if `dataset=False`. E.g ``lambda x: True if x["year"] == "2020" and x["month"] == "1" else False`` - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html s3_additional_kwargs: dict[str, Any], optional Forwarded to botocore requests. ray_args: typing.RaySettings, optional diff --git a/awswrangler/s3/_write_orc.py b/awswrangler/s3/_write_orc.py index af23a1725..f639e30fe 100644 --- a/awswrangler/s3/_write_orc.py +++ b/awswrangler/s3/_write_orc.py @@ -407,7 +407,7 @@ def to_orc( concurrent_partitioning: bool If True will increase the parallelism level during the partitions writing. It will decrease the writing time and increase the memory usage. - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html mode: str, optional ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True. catalog_versioning : bool @@ -416,7 +416,7 @@ def to_orc( If True allows schema evolution (new or missing columns), otherwise a exception will be raised. True by default. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")) Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html database : str, optional Glue/Athena catalog: Database name. table : str, optional diff --git a/awswrangler/s3/_write_parquet.py b/awswrangler/s3/_write_parquet.py index 4b4500051..b31d424a6 100644 --- a/awswrangler/s3/_write_parquet.py +++ b/awswrangler/s3/_write_parquet.py @@ -435,18 +435,18 @@ def to_parquet( concurrent_partitioning: bool If True will increase the parallelism level during the partitions writing. It will decrease the writing time and increase the memory usage. - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html mode: str, optional ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True. For details check the related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/004%20-%20Parquet%20Datasets.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/004%20-%20Parquet%20Datasets.html catalog_versioning : bool If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it. schema_evolution : bool If True allows schema evolution (new or missing columns), otherwise a exception will be raised. True by default. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")) Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html database : str, optional Glue/Athena catalog: Database name. table : str, optional diff --git a/awswrangler/s3/_write_text.py b/awswrangler/s3/_write_text.py index 86997be9b..f9361940a 100644 --- a/awswrangler/s3/_write_text.py +++ b/awswrangler/s3/_write_text.py @@ -171,18 +171,18 @@ def to_csv( # noqa: PLR0912,PLR0915 concurrent_partitioning: bool If True will increase the parallelism level during the partitions writing. It will decrease the writing time and increase the memory usage. - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html mode : str, optional ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True. For details check the related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet catalog_versioning : bool If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it. schema_evolution : bool If True allows schema evolution (new or missing columns), otherwise a exception will be raised. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")). False by default. Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html database : str, optional Glue/Athena catalog: Database name. table : str, optional @@ -719,18 +719,18 @@ def to_json( # noqa: PLR0912,PLR0915 concurrent_partitioning: bool If True will increase the parallelism level during the partitions writing. It will decrease the writing time and increase the memory usage. - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html mode : str, optional ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True. For details check the related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet catalog_versioning : bool If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it. schema_evolution : bool If True allows schema evolution (new or missing columns), otherwise a exception will be raised. (Only considered if dataset=True and mode in ("append", "overwrite_partitions")) Related tutorial: - https://aws-sdk-pandas.readthedocs.io/en/3.8.0/tutorials/014%20-%20Schema%20Evolution.html + https://aws-sdk-pandas.readthedocs.io/en/3.9.0/tutorials/014%20-%20Schema%20Evolution.html database : str, optional Glue/Athena catalog: Database name. table : str, optional diff --git a/docs/source/install.rst b/docs/source/install.rst index 22c71c745..7d8c896f7 100644 --- a/docs/source/install.rst +++ b/docs/source/install.rst @@ -205,7 +205,7 @@ Go to your Glue PySpark job and create a new *Job parameters* key/value: To install a specific version, set the value for the above Job parameter as follows: -* Value: ``pyarrow==7,pandas==1.5.3,awswrangler==3.8.0`` +* Value: ``pyarrow==7,pandas==1.5.3,awswrangler==3.9.0`` `Official Glue PySpark Reference `_ diff --git a/pyproject.toml b/pyproject.toml index 88f996054..f15a8f188 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "awswrangler" -version = "3.8.0" +version = "3.9.0" description = "Pandas on AWS." authors = ["Amazon Web Services"] license = "Apache License 2.0" diff --git a/test_infra/pyproject.toml b/test_infra/pyproject.toml index ab06854a7..6642246af 100644 --- a/test_infra/pyproject.toml +++ b/test_infra/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "awswrangler - test infrastructure" -version = "3.8.0" +version = "3.9.0" description = "CDK test infrastructure for AWS SDK for pandas" authors = ["Amazon Web Services"] license = "Apache License 2.0" diff --git a/tests/unit/test_metadata.py b/tests/unit/test_metadata.py index 107cc8fd6..43a052378 100644 --- a/tests/unit/test_metadata.py +++ b/tests/unit/test_metadata.py @@ -2,7 +2,7 @@ def test_metadata(): - assert wr.__version__ == "3.8.0" + assert wr.__version__ == "3.9.0" assert wr.__title__ == "awswrangler" assert wr.__description__ == "Pandas on AWS." assert wr.__license__ == "Apache License 2.0" diff --git a/tutorials/001 - Introduction.ipynb b/tutorials/001 - Introduction.ipynb index 491967d4f..95b7fca5f 100644 --- a/tutorials/001 - Introduction.ipynb +++ b/tutorials/001 - Introduction.ipynb @@ -20,7 +20,7 @@ "\n", "Built on top of other open-source projects like [Pandas](https://github.com/pandas-dev/pandas), [Apache Arrow](https://github.com/apache/arrow) and [Boto3](https://github.com/boto/boto3), it offers abstracted functions to execute usual ETL tasks like load/unload data from **Data Lakes**, **Data Warehouses** and **Databases**.\n", "\n", - "Check our [list of functionalities](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html)." + "Check our [list of functionalities](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html)." ] }, { @@ -32,15 +32,15 @@ "\n", "awswrangler runs almost anywhere over Python 3.8, 3.9 and 3.10, so there are several different ways to install it in the desired environment.\n", "\n", - " - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#pypi-pip)\n", - " - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#conda)\n", - " - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-lambda-layer)\n", - " - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-glue-python-shell-jobs)\n", - " - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#aws-glue-pyspark-jobs)\n", - " - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#amazon-sagemaker-notebook)\n", - " - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#amazon-sagemaker-notebook-lifecycle)\n", - " - [EMR Cluster](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#emr-cluster)\n", - " - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/install.html#from-source)\n", + " - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#pypi-pip)\n", + " - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#conda)\n", + " - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-lambda-layer)\n", + " - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-glue-python-shell-jobs)\n", + " - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#aws-glue-pyspark-jobs)\n", + " - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#amazon-sagemaker-notebook)\n", + " - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#amazon-sagemaker-notebook-lifecycle)\n", + " - [EMR Cluster](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#emr-cluster)\n", + " - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/install.html#from-source)\n", "\n", "Some good practices for most of the above methods are:\n", " - Use new and individual Virtual Environments for each project ([venv](https://docs.python.org/3/library/venv.html))\n", diff --git a/tutorials/007 - Redshift, MySQL, PostgreSQL, SQL Server, Oracle.ipynb b/tutorials/007 - Redshift, MySQL, PostgreSQL, SQL Server, Oracle.ipynb index 49035fb62..564564429 100644 --- a/tutorials/007 - Redshift, MySQL, PostgreSQL, SQL Server, Oracle.ipynb +++ b/tutorials/007 - Redshift, MySQL, PostgreSQL, SQL Server, Oracle.ipynb @@ -10,16 +10,16 @@ "\n", "[awswrangler](https://github.com/aws/aws-sdk-pandas)'s Redshift, MySQL and PostgreSQL have two basic functions in common that try to follow Pandas conventions, but add more data type consistency.\n", "\n", - "- [wr.redshift.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.redshift.to_sql.html)\n", - "- [wr.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.redshift.read_sql_query.html)\n", - "- [wr.mysql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.mysql.to_sql.html)\n", - "- [wr.mysql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.mysql.read_sql_query.html)\n", - "- [wr.postgresql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.postgresql.to_sql.html)\n", - "- [wr.postgresql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.postgresql.read_sql_query.html)\n", - "- [wr.sqlserver.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.sqlserver.to_sql.html)\n", - "- [wr.sqlserver.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.sqlserver.read_sql_query.html)\n", - "- [wr.oracle.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.oracle.to_sql.html)\n", - "- [wr.oracle.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.oracle.read_sql_query.html)" + "- [wr.redshift.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.redshift.to_sql.html)\n", + "- [wr.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.redshift.read_sql_query.html)\n", + "- [wr.mysql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.mysql.to_sql.html)\n", + "- [wr.mysql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.mysql.read_sql_query.html)\n", + "- [wr.postgresql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.postgresql.to_sql.html)\n", + "- [wr.postgresql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.postgresql.read_sql_query.html)\n", + "- [wr.sqlserver.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.sqlserver.to_sql.html)\n", + "- [wr.sqlserver.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.sqlserver.read_sql_query.html)\n", + "- [wr.oracle.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.oracle.to_sql.html)\n", + "- [wr.oracle.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.oracle.read_sql_query.html)" ] }, { @@ -51,11 +51,11 @@ "source": [ "## Connect using the Glue Catalog Connections\n", "\n", - "- [wr.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.redshift.connect.html)\n", - "- [wr.mysql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.mysql.connect.html)\n", - "- [wr.postgresql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.postgresql.connect.html)\n", - "- [wr.sqlserver.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.sqlserver.connect.html)\n", - "- [wr.oracle.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.oracle.connect.html)" + "- [wr.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.redshift.connect.html)\n", + "- [wr.mysql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.mysql.connect.html)\n", + "- [wr.postgresql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.postgresql.connect.html)\n", + "- [wr.sqlserver.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.sqlserver.connect.html)\n", + "- [wr.oracle.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.oracle.connect.html)" ] }, { diff --git a/tutorials/014 - Schema Evolution.ipynb b/tutorials/014 - Schema Evolution.ipynb index d30286dbb..b328adb4f 100644 --- a/tutorials/014 - Schema Evolution.ipynb +++ b/tutorials/014 - Schema Evolution.ipynb @@ -10,9 +10,9 @@ "\n", "awswrangler supports new **columns** on Parquet and CSV datasets through:\n", "\n", - "- [wr.s3.to_parquet()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet)\n", - "- [wr.s3.store_parquet_metadata()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.s3.store_parquet_metadata.html#awswrangler.s3.store_parquet_metadata) i.e. \"Crawler\"\n", - "- [wr.s3.to_csv()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.s3.to_csv.html#awswrangler.s3.to_csv)" + "- [wr.s3.to_parquet()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet)\n", + "- [wr.s3.store_parquet_metadata()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.s3.store_parquet_metadata.html#awswrangler.s3.store_parquet_metadata) i.e. \"Crawler\"\n", + "- [wr.s3.to_csv()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.s3.to_csv.html#awswrangler.s3.to_csv)" ] }, { diff --git a/tutorials/021 - Global Configurations.ipynb b/tutorials/021 - Global Configurations.ipynb index e203d4993..c183ac2b9 100644 --- a/tutorials/021 - Global Configurations.ipynb +++ b/tutorials/021 - Global Configurations.ipynb @@ -13,7 +13,7 @@ "- **Environment variables**\n", "- **wr.config**\n", "\n", - "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html) to see if your function has some argument that can be configured through Global configurations.*\n", + "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html) to see if your function has some argument that can be configured through Global configurations.*\n", "\n", "*P.P.S. One exception to the above mentioned rules is the `botocore_config` property. It cannot be set through environment variables\n", "but only via `wr.config`. It will be used as the `botocore.config.Config` for all underlying `boto3` calls.\n", diff --git a/tutorials/022 - Writing Partitions Concurrently.ipynb b/tutorials/022 - Writing Partitions Concurrently.ipynb index cd1e86ec3..c6f879d02 100644 --- a/tutorials/022 - Writing Partitions Concurrently.ipynb +++ b/tutorials/022 - Writing Partitions Concurrently.ipynb @@ -13,7 +13,7 @@ " If True will increase the parallelism level during the partitions writing. It will decrease the\n", " writing time and increase memory usage.\n", "\n", - "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html) to see it has some argument that can be configured through Global configurations.*" + "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html) to see it has some argument that can be configured through Global configurations.*" ] }, { diff --git a/tutorials/023 - Flexible Partitions Filter.ipynb b/tutorials/023 - Flexible Partitions Filter.ipynb index cda638e96..75acf41dd 100644 --- a/tutorials/023 - Flexible Partitions Filter.ipynb +++ b/tutorials/023 - Flexible Partitions Filter.ipynb @@ -16,7 +16,7 @@ " - Ignored if `dataset=False`.\n", " \n", "\n", - "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/api.html) to see it has some argument that can be configured through Global configurations.*" + "*P.S. Check the [function API doc](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/api.html) to see it has some argument that can be configured through Global configurations.*" ] }, { diff --git a/tutorials/030 - Data Api.ipynb b/tutorials/030 - Data Api.ipynb index 2aeff7dac..0c695713b 100644 --- a/tutorials/030 - Data Api.ipynb +++ b/tutorials/030 - Data Api.ipynb @@ -26,8 +26,8 @@ "metadata": {}, "source": [ "## Connect to the cluster\n", - "- [wr.data_api.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.data_api.redshift.connect.html)\n", - "- [wr.data_api.rds.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.data_api.rds.connect.html)" + "- [wr.data_api.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.data_api.redshift.connect.html)\n", + "- [wr.data_api.rds.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.data_api.rds.connect.html)" ] }, { @@ -60,8 +60,8 @@ "metadata": {}, "source": [ "## Read from database\n", - "- [wr.data_api.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.data_api.redshift.read_sql_query.html)\n", - "- [wr.data_api.rds.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.8.0/stubs/awswrangler.data_api.rds.read_sql_query.html)" + "- [wr.data_api.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.data_api.redshift.read_sql_query.html)\n", + "- [wr.data_api.rds.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.9.0/stubs/awswrangler.data_api.rds.read_sql_query.html)" ] }, { From d2b262bad818cc6b92e61ae08d6b8a1a20cb87c2 Mon Sep 17 00:00:00 2001 From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com> Date: Mon, 8 Jul 2024 08:28:38 +0200 Subject: [PATCH 2/5] chore(deps): bump certifi from 2024.6.2 to 2024.7.4 (#2886) Bumps [certifi](https://github.com/certifi/python-certifi) from 2024.6.2 to 2024.7.4. - [Commits](https://github.com/certifi/python-certifi/compare/2024.06.02...2024.07.04) --- updated-dependencies: - dependency-name: certifi dependency-type: indirect ... Signed-off-by: dependabot[bot] Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Leon Luttenberger --- poetry.lock | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/poetry.lock b/poetry.lock index 786042e5d..693b43e29 100644 --- a/poetry.lock +++ b/poetry.lock @@ -996,13 +996,13 @@ files = [ [[package]] name = "certifi" -version = "2024.6.2" +version = "2024.7.4" description = "Python package for providing Mozilla's CA Bundle." optional = false python-versions = ">=3.6" files = [ - {file = "certifi-2024.6.2-py3-none-any.whl", hash = "sha256:ddc6c8ce995e6987e7faf5e3f1b02b302836a0e5d98ece18392cb1a36c72ad56"}, - {file = "certifi-2024.6.2.tar.gz", hash = "sha256:3cd43f1c6fa7dedc5899d69d3ad0398fd018ad1a17fba83ddaf78aa46c747516"}, + {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"}, + {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"}, ] [[package]] @@ -3265,7 +3265,6 @@ files = [ {file = "msgpack-1.0.8-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:5fbb160554e319f7b22ecf530a80a3ff496d38e8e07ae763b9e82fadfe96f273"}, {file = "msgpack-1.0.8-cp39-cp39-win32.whl", hash = "sha256:f9af38a89b6a5c04b7d18c492c8ccf2aee7048aff1ce8437c4683bb5a1df893d"}, {file = "msgpack-1.0.8-cp39-cp39-win_amd64.whl", hash = "sha256:ed59dd52075f8fc91da6053b12e8c89e37aa043f8986efd89e61fae69dc1b011"}, - {file = "msgpack-1.0.8-py3-none-any.whl", hash = "sha256:24f727df1e20b9876fa6e95f840a2a2651e34c0ad147676356f4bf5fbb0206ca"}, {file = "msgpack-1.0.8.tar.gz", hash = "sha256:95c02b0e27e706e48d0e5426d1710ca78e0f0628d6e89d5b5a5b91a5f12274f3"}, ] @@ -5320,6 +5319,7 @@ files = [ {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, + {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, From 5ee669864c119400a2cc3ec156176681a0450851 Mon Sep 17 00:00:00 2001 From: Leon Luttenberger Date: Mon, 8 Jul 2024 08:44:21 +0200 Subject: [PATCH 3/5] fix: upgrade apache-arrow version for layer build --- building/lambda/build-lambda-layer.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/building/lambda/build-lambda-layer.sh b/building/lambda/build-lambda-layer.sh index e5ed0ff61..f46f78bcb 100755 --- a/building/lambda/build-lambda-layer.sh +++ b/building/lambda/build-lambda-layer.sh @@ -16,7 +16,7 @@ export CMAKE_PREFIX_PATH=$ARROW_HOME:$CMAKE_PREFIX_PATH git clone \ --depth 1 \ - --branch apache-arrow-14.0.1 \ + --branch apache-arrow-16.1.0 \ --single-branch \ https://github.com/apache/arrow.git From 9200639f006e864084149836ae0f7bf50532cd26 Mon Sep 17 00:00:00 2001 From: jaidisido Date: Mon, 8 Jul 2024 13:13:57 +0100 Subject: [PATCH 4/5] fix: pin numpy to 1.x for lambda layers (#2889) --- awswrangler/_utils.py | 2 +- awswrangler/s3/_write_dataset.py | 2 +- poetry.lock | 921 ++++++++++++++++--------------- pyproject.toml | 4 +- 4 files changed, 476 insertions(+), 453 deletions(-) diff --git a/awswrangler/_utils.py b/awswrangler/_utils.py index 31bb5f989..a4d50ed93 100644 --- a/awswrangler/_utils.py +++ b/awswrangler/_utils.py @@ -856,7 +856,7 @@ def split_pandas_frame(df: pd.DataFrame, splits: int) -> list[pd.DataFrame]: total = len(df) each_section, extras = divmod(total, splits) section_sizes = [0] + extras * [each_section + 1] + (splits - extras) * [each_section] - div_points = _nx.array(section_sizes, dtype=_nx.intp).cumsum() + div_points = _nx.array(section_sizes, dtype=_nx.intp).cumsum() # type: ignore[attr-defined] sub_dfs = [] for i in range(splits): diff --git a/awswrangler/s3/_write_dataset.py b/awswrangler/s3/_write_dataset.py index c6d78a90a..5cfb31713 100644 --- a/awswrangler/s3/_write_dataset.py +++ b/awswrangler/s3/_write_dataset.py @@ -28,7 +28,7 @@ def _get_bucketing_series(df: pd.DataFrame, bucketing_info: typing.BucketingInfo axis="columns", ) ) - return bucket_number_series.astype(np.array([pd.CategoricalDtype(range(bucketing_info[1]))])) + return bucket_number_series.astype(pd.CategoricalDtype(range(bucketing_info[1]))) def _simulate_overflow(value: int, bits: int = 31, signed: bool = False) -> int: diff --git a/poetry.lock b/poetry.lock index 693b43e29..6e53ea58d 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. 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"1.34.136" -description = "Type annotations for boto3 1.34.136 generated with mypy-boto3-builder 7.24.0" +version = "1.34.140" +description = "Type annotations for boto3 1.34.140 generated with mypy-boto3-builder 7.25.0" optional = false python-versions = ">=3.8" files = [ - {file = "boto3_stubs-1.34.136-py3-none-any.whl", hash = "sha256:5826c22c10fc9032376bbee436d1b23b111e5fb1f13c75ecde8727151191f057"}, - {file = "boto3_stubs-1.34.136.tar.gz", hash = "sha256:ecbce782ae19037d1f26673cfc30358493c9658ea0af06dd58a999be963ab275"}, + {file = "boto3_stubs-1.34.140-py3-none-any.whl", hash = "sha256:63a3938fdb43693128054d5044af76aef97bc15f66545d91ea9165904240930e"}, + {file = "boto3_stubs-1.34.140.tar.gz", hash = "sha256:3fdcfc90eb26ea5db97af1ca9fc9d21c50cc880d9ee00e7ab9140a5996a3619d"}, ] [package.dependencies] @@ -513,7 +513,7 @@ bedrock-agent = ["mypy-boto3-bedrock-agent (>=1.34.0,<1.35.0)"] bedrock-agent-runtime = ["mypy-boto3-bedrock-agent-runtime (>=1.34.0,<1.35.0)"] bedrock-runtime = 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["build[virtualenv] (>=1.2.1)", "covdefaults (>=2.3)", "detect-test-pollution (>=1.2)", "devpi-process (>=1)", "diff-cover (>=9.1)", "distlib (>=0.3.8)", "flaky (>=3.8.1)", "hatch-vcs (>=0.4)", "hatchling (>=1.25)", "psutil (>=6)", "pytest (>=8.2.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-xdist (>=3.6.1)", "re-assert (>=1.1)", "setuptools (>=70.2)", "time-machine (>=2.14.2)", "wheel (>=0.43)"] [[package]] name = "traitlets" @@ -6583,24 +6606,24 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0, [[package]] name = "trove-classifiers" -version = "2024.5.22" +version = "2024.7.2" description = "Canonical source for classifiers on PyPI (pypi.org)." optional = false python-versions = "*" files = [ - {file = "trove_classifiers-2024.5.22-py3-none-any.whl", hash = "sha256:c43ade18704823e4afa3d9db7083294bc4708a5e02afbcefacd0e9d03a7a24ef"}, - {file = "trove_classifiers-2024.5.22.tar.gz", hash = "sha256:8a6242bbb5c9ae88d34cf665e816b287d2212973c8777dfaef5ec18d72ac1d03"}, + {file = "trove_classifiers-2024.7.2-py3-none-any.whl", hash = "sha256:ccc57a33717644df4daca018e7ec3ef57a835c48e96a1e71fc07eb7edac67af6"}, + {file = "trove_classifiers-2024.7.2.tar.gz", hash = "sha256:8328f2ac2ce3fd773cbb37c765a0ed7a83f89dc564c7d452f039b69249d0ac35"}, ] [[package]] name = "types-awscrt" -version = "0.20.12" +version = "0.21.0" description = "Type annotations and code completion for awscrt" optional = false python-versions = "<4.0,>=3.7" files = [ - {file = "types_awscrt-0.20.12-py3-none-any.whl", hash = "sha256:521ce54cc4dad9fe6480556bb0f8315a508106938ba1f2a0baccfcea7d4a4dee"}, - {file = "types_awscrt-0.20.12.tar.gz", hash = "sha256:0beabdde0205dc1da679ea464fd3f98b570ef4f0fc825b155a974fb51b21e8d9"}, + {file = "types_awscrt-0.21.0-py3-none-any.whl", hash = "sha256:026f882d4d23f04c5b2ab08d6fefd627842537009cd00e9f78dd4960314d51aa"}, + {file = "types_awscrt-0.21.0.tar.gz", hash = "sha256:06aa247fe5ccf0b86428e5289aeabf67f967e10861f211c16c19e7d2542a70a9"}, ] [[package]] @@ -7127,4 +7150,4 @@ sqlserver = ["pyodbc"] [metadata] lock-version = "2.0" python-versions = ">=3.8, <4.0" -content-hash = "fb3a04b8bd70137d05a007b77a3f7d5d4b66e4827aff2dbb3c4780129ad332bf" +content-hash = "38f59895e452001948994718e524dff7c792d2a4cd1bed5fc7ff3558220f52f3" diff --git a/pyproject.toml b/pyproject.toml index f15a8f188..9dde74861 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -36,8 +36,8 @@ pandas = [ { version = ">=1.2.0,<3.0.0", markers = "python_version >= \"3.9\"" }, ] numpy = [ - { version = ">=1.18,<2.0", markers = "python_version < \"3.9\"" }, - { version = ">=1.26,<3.0", markers = "python_version >= \"3.9\"" } + {version = "^1.18", markers = "python_version < \"3.12\""}, + {version = "^1.26", markers = "python_version >= \"3.12\""} ] pyarrow = ">=8.0.0" typing-extensions = "^4.4.0" From a5802b9cefcdc1770b43040610b51bdbade7f3ba Mon Sep 17 00:00:00 2001 From: Abdel Jaidi Date: Mon, 8 Jul 2024 22:26:36 +0100 Subject: [PATCH 5/5] fix: add layers.rst 3.9.0 --- docs/source/layers.rst | 578 ++++++++++++++++++++--------------------- 1 file changed, 289 insertions(+), 289 deletions(-) diff --git a/docs/source/layers.rst b/docs/source/layers.rst index debb2c2b3..9f4e76d6d 100644 --- a/docs/source/layers.rst +++ b/docs/source/layers.rst @@ -2,585 +2,585 @@ AWS Lambda Managed Layers ========================== -Version 3.8.0 +Version 3.9.0 ^^^^^^^^^^^^^^ +----------------+--------+-------+-----------------------------------------------------------------------------------+ | AWS Region | Python | Arch | Layer Arn | +================+========+=======+===================================================================================+ -| af-south-1 | 3.10 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| af-south-1 | 3.10 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.10 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| af-south-1 | 3.10 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.11 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| af-south-1 | 3.11 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.11 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| af-south-1 | 3.11 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.12 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| af-south-1 | 3.12 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.12 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| af-south-1 | 3.12 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.8 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| af-south-1 | 3.8 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.8 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| af-south-1 | 3.8 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.9 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| af-south-1 | 3.9 | x86_64| arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| af-south-1 | 3.9 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| af-south-1 | 3.9 | arm64 | arn:aws:lambda:af-south-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-northeast-1 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-northeast-1 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-northeast-1 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-northeast-1 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-northeast-1 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-northeast-1 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| ap-northeast-1 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| ap-northeast-1 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| ap-northeast-1 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-1 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| ap-northeast-1 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-northeast-2 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-northeast-2 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-northeast-2 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-northeast-2 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-northeast-2 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-northeast-2 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python38:23 | +| ap-northeast-2 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| ap-northeast-2 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python39:23 | +| ap-northeast-2 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-2 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| ap-northeast-2 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-northeast-3 | 3.10 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-northeast-3 | 3.10 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-northeast-3 | 3.11 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-northeast-3 | 3.11 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-northeast-3 | 3.12 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-northeast-3 | 3.12 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python38:23 | +| ap-northeast-3 | 3.8 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| ap-northeast-3 | 3.8 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python39:23 | +| ap-northeast-3 | 3.9 | x86_64| arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-northeast-3 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| ap-northeast-3 | 3.9 | arm64 | arn:aws:lambda:ap-northeast-3:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.10 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-south-1 | 3.10 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.10 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-south-1 | 3.10 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.11 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-south-1 | 3.11 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.11 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-south-1 | 3.11 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.12 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-south-1 | 3.12 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.12 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-south-1 | 3.12 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.8 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| ap-south-1 | 3.8 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.8 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| ap-south-1 | 3.8 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.9 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| ap-south-1 | 3.9 | x86_64| arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-1 | 3.9 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| ap-south-1 | 3.9 | arm64 | arn:aws:lambda:ap-south-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-southeast-1 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-southeast-1 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-southeast-1 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-southeast-1 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-southeast-1 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-southeast-1 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| ap-southeast-1 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| ap-southeast-1 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| ap-southeast-1 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-1 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| ap-southeast-1 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python310:16 | +| ap-southeast-2 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ap-southeast-2 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python311:13 | +| ap-southeast-2 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ap-southeast-2 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python312:9 | +| ap-southeast-2 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-southeast-2 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python38:21 | +| ap-southeast-2 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| ap-southeast-2 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python39:21 | +| ap-southeast-2 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-2 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| ap-southeast-2 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.10 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| ca-central-1 | 3.10 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.10 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| ca-central-1 | 3.10 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.11 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| ca-central-1 | 3.11 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.11 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| ca-central-1 | 3.11 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.12 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| ca-central-1 | 3.12 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.12 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| ca-central-1 | 3.12 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.8 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python38:23 | +| ca-central-1 | 3.8 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.8 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| ca-central-1 | 3.8 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.9 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python39:23 | +| ca-central-1 | 3.9 | x86_64| arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ca-central-1 | 3.9 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| ca-central-1 | 3.9 | arm64 | arn:aws:lambda:ca-central-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.10 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| eu-central-1 | 3.10 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.10 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| eu-central-1 | 3.10 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.11 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| eu-central-1 | 3.11 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.11 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| eu-central-1 | 3.11 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.12 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| eu-central-1 | 3.12 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.12 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-central-1 | 3.12 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.8 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| eu-central-1 | 3.8 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.8 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| eu-central-1 | 3.8 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.9 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| eu-central-1 | 3.9 | x86_64| arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-1 | 3.9 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| eu-central-1 | 3.9 | arm64 | arn:aws:lambda:eu-central-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.10 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| eu-north-1 | 3.10 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.10 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| eu-north-1 | 3.10 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.11 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| eu-north-1 | 3.11 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.11 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| eu-north-1 | 3.11 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.12 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| eu-north-1 | 3.12 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.12 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-north-1 | 3.12 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.8 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python38:23 | +| eu-north-1 | 3.8 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.8 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| eu-north-1 | 3.8 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.9 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python39:23 | +| eu-north-1 | 3.9 | x86_64| arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-north-1 | 3.9 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| eu-north-1 | 3.9 | arm64 | arn:aws:lambda:eu-north-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.10 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| eu-west-1 | 3.10 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.10 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| eu-west-1 | 3.10 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.11 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| eu-west-1 | 3.11 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.11 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| eu-west-1 | 3.11 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.12 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| eu-west-1 | 3.12 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.12 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-west-1 | 3.12 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.8 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| eu-west-1 | 3.8 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.8 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:22 | +| eu-west-1 | 3.8 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:25 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.9 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| eu-west-1 | 3.9 | x86_64| arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-1 | 3.9 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| eu-west-1 | 3.9 | arm64 | arn:aws:lambda:eu-west-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.10 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python310:16 | +| eu-west-2 | 3.10 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.10 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| eu-west-2 | 3.10 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.11 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python311:13 | +| eu-west-2 | 3.11 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.11 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| eu-west-2 | 3.11 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.12 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python312:9 | +| eu-west-2 | 3.12 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.12 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-west-2 | 3.12 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.8 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python38:21 | +| eu-west-2 | 3.8 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.8 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| eu-west-2 | 3.8 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.9 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python39:21 | +| eu-west-2 | 3.9 | x86_64| arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-2 | 3.9 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| eu-west-2 | 3.9 | arm64 | arn:aws:lambda:eu-west-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.10 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python310:16 | +| eu-west-3 | 3.10 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.10 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| eu-west-3 | 3.10 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.11 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python311:13 | +| eu-west-3 | 3.11 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.11 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| eu-west-3 | 3.11 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.12 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python312:9 | +| eu-west-3 | 3.12 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.12 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-west-3 | 3.12 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.8 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python38:23 | +| eu-west-3 | 3.8 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.8 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| eu-west-3 | 3.8 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.9 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python39:23 | +| eu-west-3 | 3.9 | x86_64| arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-west-3 | 3.9 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| eu-west-3 | 3.9 | arm64 | arn:aws:lambda:eu-west-3:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.10 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| sa-east-1 | 3.10 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.10 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| sa-east-1 | 3.10 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.11 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| sa-east-1 | 3.11 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.11 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| sa-east-1 | 3.11 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.12 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| sa-east-1 | 3.12 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.12 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| sa-east-1 | 3.12 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.8 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python38:23 | +| sa-east-1 | 3.8 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python38:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.8 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| sa-east-1 | 3.8 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.9 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python39:23 | +| sa-east-1 | 3.9 | x86_64| arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| sa-east-1 | 3.9 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| sa-east-1 | 3.9 | arm64 | arn:aws:lambda:sa-east-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.10 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| us-east-1 | 3.10 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.10 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| us-east-1 | 3.10 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.11 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| us-east-1 | 3.11 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.11 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| us-east-1 | 3.11 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.12 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| us-east-1 | 3.12 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.12 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| us-east-1 | 3.12 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.8 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python38:21 | +| us-east-1 | 3.8 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.8 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| us-east-1 | 3.8 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.9 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python39:21 | +| us-east-1 | 3.9 | x86_64| arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-1 | 3.9 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| us-east-1 | 3.9 | arm64 | arn:aws:lambda:us-east-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.10 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python310:16 | +| us-east-2 | 3.10 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.10 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| us-east-2 | 3.10 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.11 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python311:13 | +| us-east-2 | 3.11 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.11 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| us-east-2 | 3.11 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.12 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python312:9 | +| us-east-2 | 3.12 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.12 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| us-east-2 | 3.12 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.8 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python38:21 | +| us-east-2 | 3.8 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python38:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.8 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| us-east-2 | 3.8 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.9 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python39:21 | +| us-east-2 | 3.9 | x86_64| arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-east-2 | 3.9 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| us-east-2 | 3.9 | arm64 | arn:aws:lambda:us-east-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.10 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python310:16 | +| us-west-1 | 3.10 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.10 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| us-west-1 | 3.10 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.11 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python311:13 | +| us-west-1 | 3.11 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.11 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| us-west-1 | 3.11 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.12 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python312:9 | +| us-west-1 | 3.12 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.12 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| us-west-1 | 3.12 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.8 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python38:24 | +| us-west-1 | 3.8 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python38:27 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.8 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:17 | +| us-west-1 | 3.8 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python38-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.9 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python39:23 | +| us-west-1 | 3.9 | x86_64| arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python39:26 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-1 | 3.9 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:17 | +| us-west-1 | 3.9 | arm64 | arn:aws:lambda:us-west-1:336392948345:layer:AWSSDKPandas-Python39-Arm64:20 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.10 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python310:16 | +| us-west-2 | 3.10 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.10 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:16 | +| us-west-2 | 3.10 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python310-Arm64:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.11 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python311:13 | +| us-west-2 | 3.11 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.11 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:13 | +| us-west-2 | 3.11 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python311-Arm64:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.12 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python312:9 | +| us-west-2 | 3.12 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.12 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:9 | +| us-west-2 | 3.12 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.8 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python38:22 | +| us-west-2 | 3.8 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python38:25 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.8 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:21 | +| us-west-2 | 3.8 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python38-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.9 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python39:21 | +| us-west-2 | 3.9 | x86_64| arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python39:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| us-west-2 | 3.9 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:21 | +| us-west-2 | 3.9 | arm64 | arn:aws:lambda:us-west-2:336392948345:layer:AWSSDKPandas-Python39-Arm64:24 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.10 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python310:16 | +| ap-east-1 | 3.10 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.10 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python310-Arm64:12 | +| ap-east-1 | 3.10 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python310-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.11 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python311:15 | +| ap-east-1 | 3.11 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python311:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.11 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python311-Arm64:12 | +| ap-east-1 | 3.11 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python311-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.12 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python312:9 | +| ap-east-1 | 3.12 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.12 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-east-1 | 3.12 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.8 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python38:16 | +| ap-east-1 | 3.8 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python38:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.8 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python38-Arm64:12 | +| ap-east-1 | 3.8 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python38-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.9 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python39:16 | +| ap-east-1 | 3.9 | x86_64| arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python39:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-east-1 | 3.9 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python39-Arm64:12 | +| ap-east-1 | 3.9 | arm64 | arn:aws:lambda:ap-east-1:839552336658:layer:AWSSDKPandas-Python39-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.10 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python310:19 | +| ap-south-2 | 3.10 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python310:22 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.10 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python310-Arm64:9 | +| ap-south-2 | 3.10 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.11 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python311:14 | +| ap-south-2 | 3.11 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python311:17 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.11 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python311-Arm64:9 | +| ap-south-2 | 3.11 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.12 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python312:9 | +| ap-south-2 | 3.12 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.12 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-south-2 | 3.12 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.8 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python38:19 | +| ap-south-2 | 3.8 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python38:22 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.8 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python38-Arm64:9 | +| ap-south-2 | 3.8 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.9 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python39:19 | +| ap-south-2 | 3.9 | x86_64| arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python39:22 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-south-2 | 3.9 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python39-Arm64:9 | +| ap-south-2 | 3.9 | arm64 | arn:aws:lambda:ap-south-2:246107603503:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python310:16 | +| ap-southeast-3 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python310-Arm64:12 | +| ap-southeast-3 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python310-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python311:15 | +| ap-southeast-3 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python311:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python311-Arm64:12 | +| ap-southeast-3 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python311-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python312:9 | +| ap-southeast-3 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-southeast-3 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python38:16 | +| ap-southeast-3 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python38:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python38-Arm64:12 | +| ap-southeast-3 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python38-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python39:16 | +| ap-southeast-3 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python39:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-3 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python39-Arm64:12 | +| ap-southeast-3 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-3:258944054355:layer:AWSSDKPandas-Python39-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python310:15 | +| ap-southeast-4 | 3.10 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python310:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python310-Arm64:9 | +| ap-southeast-4 | 3.10 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python311:14 | +| ap-southeast-4 | 3.11 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python311:17 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python311-Arm64:9 | +| ap-southeast-4 | 3.11 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python312:9 | +| ap-southeast-4 | 3.12 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python312-Arm64:9 | +| ap-southeast-4 | 3.12 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python38:15 | +| ap-southeast-4 | 3.8 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python38:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python38-Arm64:9 | +| ap-southeast-4 | 3.8 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python39:15 | +| ap-southeast-4 | 3.9 | x86_64| arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python39:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| ap-southeast-4 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python39-Arm64:9 | +| ap-southeast-4 | 3.9 | arm64 | arn:aws:lambda:ap-southeast-4:945386623051:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.10 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python310:15 | +| eu-central-2 | 3.10 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python310:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.10 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python310-Arm64:9 | +| eu-central-2 | 3.10 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.11 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python311:14 | +| eu-central-2 | 3.11 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python311:17 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.11 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python311-Arm64:9 | +| eu-central-2 | 3.11 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.12 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python312:9 | +| eu-central-2 | 3.12 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.12 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-central-2 | 3.12 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.8 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python38:15 | +| eu-central-2 | 3.8 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python38:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.8 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python38-Arm64:9 | +| eu-central-2 | 3.8 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.9 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python39:15 | +| eu-central-2 | 3.9 | x86_64| arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python39:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-central-2 | 3.9 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python39-Arm64:9 | +| eu-central-2 | 3.9 | arm64 | arn:aws:lambda:eu-central-2:956415814219:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.10 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python310:16 | +| eu-south-1 | 3.10 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.10 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python310-Arm64:12 | +| eu-south-1 | 3.10 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python310-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.11 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python311:15 | +| eu-south-1 | 3.11 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python311:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.11 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python311-Arm64:12 | +| eu-south-1 | 3.11 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python311-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.12 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python312:9 | +| eu-south-1 | 3.12 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.12 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-south-1 | 3.12 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.8 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python38:16 | +| eu-south-1 | 3.8 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python38:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.8 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python38-Arm64:12 | +| eu-south-1 | 3.8 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python38-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.9 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python39:16 | +| eu-south-1 | 3.9 | x86_64| arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python39:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-1 | 3.9 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python39-Arm64:12 | +| eu-south-1 | 3.9 | arm64 | arn:aws:lambda:eu-south-1:774444163449:layer:AWSSDKPandas-Python39-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.10 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python310:15 | +| eu-south-2 | 3.10 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python310:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.10 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python310-Arm64:9 | +| eu-south-2 | 3.10 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.11 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python311:14 | +| eu-south-2 | 3.11 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python311:17 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.11 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python311-Arm64:9 | +| eu-south-2 | 3.11 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.12 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python312:9 | +| eu-south-2 | 3.12 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.12 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python312-Arm64:9 | +| eu-south-2 | 3.12 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.8 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python38:15 | +| eu-south-2 | 3.8 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python38:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.8 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python38-Arm64:9 | +| eu-south-2 | 3.8 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.9 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python39:15 | +| eu-south-2 | 3.9 | x86_64| arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python39:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| eu-south-2 | 3.9 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python39-Arm64:9 | +| eu-south-2 | 3.9 | arm64 | arn:aws:lambda:eu-south-2:982086096842:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.10 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python310:13 | +| il-central-1 | 3.10 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python310:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.10 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python310-Arm64:9 | +| il-central-1 | 3.10 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.11 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python311:13 | +| il-central-1 | 3.11 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.11 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python311-Arm64:9 | +| il-central-1 | 3.11 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.12 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python312:9 | +| il-central-1 | 3.12 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.12 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python312-Arm64:9 | +| il-central-1 | 3.12 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.8 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python38:13 | +| il-central-1 | 3.8 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python38:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.8 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python38-Arm64:9 | +| il-central-1 | 3.8 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.9 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python39:13 | +| il-central-1 | 3.9 | x86_64| arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python39:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| il-central-1 | 3.9 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python39-Arm64:9 | +| il-central-1 | 3.9 | arm64 | arn:aws:lambda:il-central-1:263840725265:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.10 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python310:15 | +| me-central-1 | 3.10 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python310:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.10 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python310-Arm64:9 | +| me-central-1 | 3.10 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python310-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.11 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python311:13 | +| me-central-1 | 3.11 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python311:16 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.11 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python311-Arm64:9 | +| me-central-1 | 3.11 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python311-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.12 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python312:9 | +| me-central-1 | 3.12 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.12 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python312-Arm64:9 | +| me-central-1 | 3.12 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.8 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python38:15 | +| me-central-1 | 3.8 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python38:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.8 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python38-Arm64:9 | +| me-central-1 | 3.8 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python38-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.9 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python39:15 | +| me-central-1 | 3.9 | x86_64| arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python39:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-central-1 | 3.9 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python39-Arm64:9 | +| me-central-1 | 3.9 | arm64 | arn:aws:lambda:me-central-1:593833071574:layer:AWSSDKPandas-Python39-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.10 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python310:16 | +| me-south-1 | 3.10 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python310:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.10 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python310-Arm64:12 | +| me-south-1 | 3.10 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python310-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.11 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python311:15 | +| me-south-1 | 3.11 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python311:18 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.11 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python311-Arm64:12 | +| me-south-1 | 3.11 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python311-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.12 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python312:9 | +| me-south-1 | 3.12 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python312:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.12 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python312-Arm64:9 | +| me-south-1 | 3.12 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python312-Arm64:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.8 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python38:16 | +| me-south-1 | 3.8 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python38:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.8 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python38-Arm64:12 | +| me-south-1 | 3.8 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python38-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.9 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python39:16 | +| me-south-1 | 3.9 | x86_64| arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python39:19 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| me-south-1 | 3.9 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python39-Arm64:12 | +| me-south-1 | 3.9 | arm64 | arn:aws:lambda:me-south-1:938046470361:layer:AWSSDKPandas-Python39-Arm64:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-north-1 | 3.10 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python310:13 | +| cn-north-1 | 3.10 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python310:14 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-north-1 | 3.11 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python311:11 | +| cn-north-1 | 3.11 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python311:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-north-1 | 3.8 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python38:14 | +| cn-north-1 | 3.8 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python38:15 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-north-1 | 3.9 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python39:13 | +| cn-north-1 | 3.9 | x86_64| arn:aws-cn:lambda:cn-north-1:406640652441:layer:AWSSDKPandas-Python39:14 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-northwest-1 | 3.10 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python310:12 | +| cn-northwest-1 | 3.10 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python310:13 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-northwest-1 | 3.11 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python311:11 | +| cn-northwest-1 | 3.11 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python311:12 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-northwest-1 | 3.8 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python38:12 | +| cn-northwest-1 | 3.8 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python38:13 | +----------------+--------+-------+-----------------------------------------------------------------------------------+ -| cn-northwest-1 | 3.9 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python39:12 | +| cn-northwest-1 | 3.9 | x86_64| arn:aws-cn:lambda:cn-northwest-1:406640652441:layer:AWSSDKPandas-Python39:13 | +----------------+--------+-------+-----------------------------------------------------------------------------------+