diff --git a/.bumpversion.toml b/.bumpversion.toml
index a7dfb6f91..761837b0f 100644
--- a/.bumpversion.toml
+++ b/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "3.11.0"
+current_version = "3.12.0"
 commit = false
 tag = false
 tag_name = "{new_version}"
diff --git a/README.md b/README.md
index 2a441744a..29e832bcb 100644
--- a/README.md
+++ b/README.md
@@ -94,25 +94,25 @@ 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/3.11.0/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/3.12.0/scale.html) or head to our latest [tutorials](https://github.com/aws/aws-sdk-pandas/tree/main/tutorials) to learn more.
 
 ## [Read The Docs](https://aws-sdk-pandas.readthedocs.io/)
 
-- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/about.html)
-- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html)
-  - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#pypi-pip)
-  - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#conda)
-  - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-lambda-layer)
-  - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-glue-python-shell-jobs)
-  - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-glue-pyspark-jobs)
-  - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#amazon-sagemaker-notebook)
-  - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#amazon-sagemaker-notebook-lifecycle)
-  - [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#emr)
-  - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#from-source)
-- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/scale.html)
-  - [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/scale.html#getting-started)
-  - [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/scale.html#supported-apis)
-  - [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/scale.html#resources)
+- [**What is AWS SDK for pandas?**](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/about.html)
+- [**Install**](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html)
+  - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#pypi-pip)
+  - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#conda)
+  - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-lambda-layer)
+  - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-glue-python-shell-jobs)
+  - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-glue-pyspark-jobs)
+  - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#amazon-sagemaker-notebook)
+  - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#amazon-sagemaker-notebook-lifecycle)
+  - [EMR](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#emr)
+  - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#from-source)
+- [**At scale**](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/scale.html)
+  - [Getting Started](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/scale.html#getting-started)
+  - [Supported APIs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/scale.html#supported-apis)
+  - [Resources](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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)
@@ -153,30 +153,30 @@ Read our [docs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/scale.html) or h
   - [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/3.11.0/api.html)
-  - [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-s3)
-  - [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#aws-glue-catalog)
-  - [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-athena)
-  - [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-redshift)
-  - [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#postgresql)
-  - [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#mysql)
-  - [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#sqlserver)
-  - [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#oracle)
-  - [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#data-api-redshift)
-  - [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#data-api-rds)
-  - [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#opensearch)
-  - [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#aws-glue-data-quality)
-  - [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-neptune)
-  - [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#dynamodb)
-  - [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-timestream)
-  - [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-emr)
-  - [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-cloudwatch-logs)
-  - [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-chime)
-  - [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#amazon-quicksight)
-  - [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#aws-sts)
-  - [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#aws-secrets-manager)
-  - [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#global-configurations)
-  - [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/api.html#distributed-ray)
+- [**API Reference**](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html)
+  - [Amazon S3](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-s3)
+  - [AWS Glue Catalog](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#aws-glue-catalog)
+  - [Amazon Athena](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-athena)
+  - [Amazon Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-redshift)
+  - [PostgreSQL](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#postgresql)
+  - [MySQL](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#mysql)
+  - [SQL Server](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#sqlserver)
+  - [Oracle](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#oracle)
+  - [Data API Redshift](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#data-api-redshift)
+  - [Data API RDS](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#data-api-rds)
+  - [OpenSearch](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#opensearch)
+  - [AWS Glue Data Quality](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#aws-glue-data-quality)
+  - [Amazon Neptune](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-neptune)
+  - [DynamoDB](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#dynamodb)
+  - [Amazon Timestream](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-timestream)
+  - [Amazon EMR](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-emr)
+  - [Amazon CloudWatch Logs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-cloudwatch-logs)
+  - [Amazon Chime](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-chime)
+  - [Amazon QuickSight](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#amazon-quicksight)
+  - [AWS STS](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#aws-sts)
+  - [AWS Secrets Manager](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#aws-secrets-manager)
+  - [Global Configurations](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/api.html#global-configurations)
+  - [Distributed - Ray](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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 e0af1238f..87dbaa157 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-3.11.0
\ No newline at end of file
+3.12.0
\ No newline at end of file
diff --git a/awswrangler/__metadata__.py b/awswrangler/__metadata__.py
index a24f3ebfd..595bd42e2 100644
--- a/awswrangler/__metadata__.py
+++ b/awswrangler/__metadata__.py
@@ -7,5 +7,5 @@
 
 __title__: str = "awswrangler"
 __description__: str = "Pandas on AWS."
-__version__: str = "3.11.0"
+__version__: str = "3.12.0"
 __license__: str = "Apache License 2.0"
diff --git a/awswrangler/athena/_read.py b/awswrangler/athena/_read.py
index a9faaaba7..0354c99b4 100644
--- a/awswrangler/athena/_read.py
+++ b/awswrangler/athena/_read.py
@@ -793,11 +793,11 @@ def read_sql_query(
 
     **Related tutorial:**
 
-    - `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/006%20-%20Amazon%20Athena.html>`_
-    - `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/019%20-%20Athena%20Cache.html>`_
-    - `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/021%20-%20Global%20Configurations.html>`_
 
     **There are three approaches available through ctas_approach and unload_approach parameters:**
@@ -861,7 +861,7 @@ def read_sql_query(
     /athena.html#Athena.Client.get_query_execution>`_ .
 
     For a practical example check out the
-    `related tutorial <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    `related tutorial <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
     tutorials/024%20-%20Athena%20Query%20Metadata.html>`_!
 
 
@@ -1140,11 +1140,11 @@ def read_sql_table(
 
     **Related tutorial:**
 
-    - `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Amazon Athena <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/006%20-%20Amazon%20Athena.html>`_
-    - `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Athena Cache <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/019%20-%20Athena%20Cache.html>`_
-    - `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    - `Global Configurations <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
       tutorials/021%20-%20Global%20Configurations.html>`_
 
     **There are three approaches available through ctas_approach and unload_approach parameters:**
@@ -1208,7 +1208,7 @@ def read_sql_table(
     /athena.html#Athena.Client.get_query_execution>`_ .
 
     For a practical example check out the
-    `related tutorial <https://aws-sdk-pandas.readthedocs.io/en/3.11.0/
+    `related tutorial <https://aws-sdk-pandas.readthedocs.io/en/3.12.0/
     tutorials/024%20-%20Athena%20Query%20Metadata.html>`_!
 
 
diff --git a/awswrangler/catalog/_create.py b/awswrangler/catalog/_create.py
index e81726429..0c2230637 100644
--- a/awswrangler/catalog/_create.py
+++ b/awswrangler/catalog/_create.py
@@ -1100,7 +1100,7 @@ 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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     sep
         String of length 1. Field delimiter for the output file.
     skip_header_line_count
@@ -1280,7 +1280,7 @@ 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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     serde_library
         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 ab747fb4d..a21a89e4d 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     columns
         List of columns to read from the file(s).
     validate_schema
@@ -384,7 +384,7 @@ 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     columns
         List of columns to read from the file(s).
     validate_schema
diff --git a/awswrangler/s3/_read_parquet.py b/awswrangler/s3/_read_parquet.py
index 3ffcb9149..b057a3717 100644
--- a/awswrangler/s3/_read_parquet.py
+++ b/awswrangler/s3/_read_parquet.py
@@ -410,7 +410,7 @@ 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     columns
         List of columns to read from the file(s).
     validate_schema
@@ -651,7 +651,7 @@ 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     columns
         List of columns to read from the file(s).
     validate_schema
diff --git a/awswrangler/s3/_read_text.py b/awswrangler/s3/_read_text.py
index 4d7f44891..57a2884f8 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     s3_additional_kwargs
         Forwarded to botocore requests.
     ray_args
@@ -397,7 +397,7 @@ 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     s3_additional_kwargs
         Forwarded to botocore requests.
     ray_args
@@ -565,7 +565,7 @@ 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/3.11.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/023%20-%20Flexible%20Partitions%20Filter.html
     s3_additional_kwargs
         Forwarded to botocore requests.
     ray_args
diff --git a/awswrangler/s3/_write_orc.py b/awswrangler/s3/_write_orc.py
index f3038a2e3..0f0330942 100644
--- a/awswrangler/s3/_write_orc.py
+++ b/awswrangler/s3/_write_orc.py
@@ -407,7 +407,7 @@ def to_orc(
     concurrent_partitioning
         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/3.11.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
     mode
         ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True.
     catalog_versioning
@@ -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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     database
         Glue/Athena catalog: Database name.
     table
diff --git a/awswrangler/s3/_write_parquet.py b/awswrangler/s3/_write_parquet.py
index d30fc6d60..5e4300ca7 100644
--- a/awswrangler/s3/_write_parquet.py
+++ b/awswrangler/s3/_write_parquet.py
@@ -435,18 +435,18 @@ def to_parquet(
     concurrent_partitioning
         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/3.11.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
     mode
         ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True.
         For details check the related tutorial:
-        https://aws-sdk-pandas.readthedocs.io/en/3.11.0/tutorials/004%20-%20Parquet%20Datasets.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/004%20-%20Parquet%20Datasets.html
     catalog_versioning
         If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it.
     schema_evolution
         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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     database
         Glue/Athena catalog: Database name.
     table
diff --git a/awswrangler/s3/_write_text.py b/awswrangler/s3/_write_text.py
index 4911e7696..f50a395b6 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
         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/3.11.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
     mode
         ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True.
         For details check the related tutorial:
-        https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet
     catalog_versioning
         If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it.
     schema_evolution
         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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     database
         Glue/Athena catalog: Database name.
     table
@@ -717,18 +717,18 @@ def to_json(  # noqa: PLR0912,PLR0915
     concurrent_partitioning
         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/3.11.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/022%20-%20Writing%20Partitions%20Concurrently.html
     mode
         ``append`` (Default), ``overwrite``, ``overwrite_partitions``. Only takes effect if dataset=True.
         For details check the related tutorial:
-        https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet
     catalog_versioning
         If True and `mode="overwrite"`, creates an archived version of the table catalog before updating it.
     schema_evolution
         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/3.11.0/tutorials/014%20-%20Schema%20Evolution.html
+        https://aws-sdk-pandas.readthedocs.io/en/3.12.0/tutorials/014%20-%20Schema%20Evolution.html
     database
         Glue/Athena catalog: Database name.
     table
diff --git a/docs/source/install.rst b/docs/source/install.rst
index 1a29ebdba..16b629aad 100644
--- a/docs/source/install.rst
+++ b/docs/source/install.rst
@@ -221,7 +221,7 @@ 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==14,pandas==1.5.3,awswrangler==3.11.0``
+* Value: ``pyarrow==14,pandas==1.5.3,awswrangler==3.12.0``
 
 `Official Glue PySpark Reference <https://docs.aws.amazon.com/glue/latest/dg/reduced-start-times-spark-etl-jobs.html#reduced-start-times-new-features>`_
 
diff --git a/poetry.lock b/poetry.lock
index 54622b231..6db0bdcd3 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,125 +2,129 @@
 
 [[package]]
 name = "aenum"
-version = "3.1.15"
+version = "3.1.16"
 description = "Advanced Enumerations (compatible with Python's stdlib Enum), NamedTuples, and NamedConstants"
 optional = true
 python-versions = "*"
 groups = ["main"]
 markers = "extra == \"gremlin\""
 files = [
-    {file = "aenum-3.1.15-py2-none-any.whl", hash = "sha256:27b1710b9d084de6e2e695dab78fe9f269de924b51ae2850170ee7e1ca6288a5"},
-    {file = "aenum-3.1.15-py3-none-any.whl", hash = "sha256:e0dfaeea4c2bd362144b87377e2c61d91958c5ed0b4daf89cb6f45ae23af6288"},
-    {file = "aenum-3.1.15.tar.gz", hash = "sha256:8cbd76cd18c4f870ff39b24284d3ea028fbe8731a58df3aa581e434c575b9559"},
+    {file = "aenum-3.1.16-py2-none-any.whl", hash = "sha256:7810cbb6b4054b7654e5a7bafbe16e9ee1d25ef8e397be699f63f2f3a5800433"},
+    {file = "aenum-3.1.16-py3-none-any.whl", hash = "sha256:9035092855a98e41b66e3d0998bd7b96280e85ceb3a04cc035636138a1943eaf"},
 ]
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.4"
+version = "2.6.1"
 description = "Happy Eyeballs for asyncio"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gremlin\" or extra == \"ray\""
 files = [
-    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
-    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.11.18"
+version = "3.12.2"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gremlin\" or extra == \"ray\""
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+    {file = "aiohttp-3.12.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2c0e37a3aa9f47ad8ed7e4fb6142d1121bfae9b9eb2e3b641b060a0d6fccf991"},
+    {file = "aiohttp-3.12.2-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:2f0e26b1c76656a992f1c547b74cf07e0da07f3b43ca2eefc05ce1fc8b4c054d"},
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+    {file = "aiohttp-3.12.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:60efcbf422ddd5094c048fbcccb8c5532414fefd33f568e16bfc3ddc981421fc"},
+    {file = "aiohttp-3.12.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:091ae2bf28f861607fc807f44069999f63aba5d540c6a84b6f4eb26c63b09768"},
+    {file = "aiohttp-3.12.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:6b5401ccb86eca461ba232d98577d97009672846835c81b1a4369e3929f936d0"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:86fe4072556dc19c949cbf83721f191828a57081318aeda231a430419dd0e789"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:2bafe06464fa0397d3d88af0c9afab423af02a6befa0b04f997d2ffe65a0c023"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:fedc41cc7641b71f38d853157e8b8f05663e8799fd1cf53435ff257606e635aa"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:ba92663a7ab73108bc1d4869810602b78de0e2c9957a46b9b654c2dba9414f27"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a92e71e7ed036e94cbd59da9c34e9e064dc8ecd95aab38422f38d5cb34754088"},
+    {file = "aiohttp-3.12.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:3436af8c5db9e963f2acd9bb09316833ee5e93ae1729b8e3f7d25b390cead22e"},
+    {file = "aiohttp-3.12.2-cp39-cp39-win32.whl", hash = "sha256:2457b9193909d046636861bad61902759d7a178a012238192cbb45016142a19e"},
+    {file = "aiohttp-3.12.2-cp39-cp39-win_amd64.whl", hash = "sha256:7bffd54d62e31abb35d5ffab7296d97f724aee3cfae7c72f36988c8d37664999"},
+    {file = "aiohttp-3.12.2.tar.gz", hash = "sha256:0018956472ee535d2cad761a5bb88eb4ad80f94cd86472cee26a244799f7c79f"},
+]
+
+[package.dependencies]
+aiohappyeyeballs = ">=2.5.0"
 aiosignal = ">=1.1.2"
 async-timeout = {version = ">=4.0,<6.0", markers = "python_version < \"3.11\""}
 attrs = ">=17.3.0"
@@ -130,23 +134,23 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.2.0) ; sys_platform == \"linux\" or sys_platform == \"darwin\"", "brotlicffi ; platform_python_implementation != \"CPython\""]
+speedups = ["Brotli ; platform_python_implementation == \"CPython\"", "aiodns (>=3.3.0)", "brotlicffi ; platform_python_implementation != \"CPython\""]
 
 [[package]]
 name = "aiohttp-cors"
-version = "0.7.0"
+version = "0.8.1"
 description = "CORS support for aiohttp"
 optional = true
-python-versions = "*"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"ray\""
 files = [
-    {file = "aiohttp-cors-0.7.0.tar.gz", hash = "sha256:4d39c6d7100fd9764ed1caf8cebf0eb01bf5e3f24e2e073fda6234bc48b19f5d"},
-    {file = "aiohttp_cors-0.7.0-py3-none-any.whl", hash = "sha256:0451ba59fdf6909d0e2cd21e4c0a43752bc0703d33fc78ae94d9d9321710193e"},
+    {file = "aiohttp_cors-0.8.1-py3-none-any.whl", hash = "sha256:3180cf304c5c712d626b9162b195b1db7ddf976a2a25172b35bb2448b890a80d"},
+    {file = "aiohttp_cors-0.8.1.tar.gz", hash = "sha256:ccacf9cb84b64939ea15f859a146af1f662a6b1d68175754a07315e305fb1403"},
 ]
 
 [package.dependencies]
-aiohttp = ">=1.1"
+aiohttp = ">=3.9"
 
 [[package]]
 name = "aiosignal"
@@ -191,14 +195,14 @@ markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
@@ -208,8 +212,8 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1) ; python_version >= \"3.10\"", "uvloop (>=0.21) ; platform_python_implementation == \"CPython\" and platform_system != \"Windows\" and python_version < \"3.14\""]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -335,42 +339,42 @@ test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-lru"
-version = "2.0.4"
+version = "2.0.5"
 description = "Simple LRU cache for asyncio"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "async-lru-2.0.4.tar.gz", hash = "sha256:b8a59a5df60805ff63220b2a0c5b5393da5521b113cd5465a44eb037d81a5627"},
-    {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
+    {file = "async_lru-2.0.5-py3-none-any.whl", hash = "sha256:ab95404d8d2605310d345932697371a5f40def0487c03d6d0ad9138de52c9943"},
+    {file = "async_lru-2.0.5.tar.gz", hash = "sha256:481d52ccdd27275f42c43a928b4a50c3bfb2d67af4e78b170e3e0bb39c66e5bb"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+typing_extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "async-timeout"
-version = "5.0.1"
+version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 groups = ["main"]
 markers = "python_version < \"3.11\" and (extra == \"gremlin\" or extra == \"ray\") or extra == \"gremlin\""
 files = [
-    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
-    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
 [[package]]
 name = "attrs"
-version = "24.3.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
-    {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
+    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 markers = {main = "extra == \"gremlin\" or extra == \"ray\""}
 
@@ -378,24 +382,24 @@ markers = {main = "extra == \"gremlin\" or extra == \"ray\""}
 benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
 tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""]
 
 [[package]]
 name = "babel"
-version = "2.16.0"
+version = "2.17.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
-    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
+    {file = "babel-2.17.0-py3-none-any.whl", hash = "sha256:4d0b53093fdfb4b21c92b5213dba5a1b23885afa8383709427046b21c366e5f2"},
+    {file = "babel-2.17.0.tar.gz", hash = "sha256:0c54cffb19f690cdcc52a3b50bcbf71e07a808d1c80d549f2459b9d2cf0afb9d"},
 ]
 
 [package.extras]
-dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+dev = ["backports.zoneinfo ; python_version < \"3.9\"", "freezegun (>=1.0,<2.0)", "jinja2 (>=3.0)", "pytest (>=6.0)", "pytest-cov", "pytz", "setuptools", "tzdata ; sys_platform == \"win32\""]
 
 [[package]]
 name = "backports-tarfile"
@@ -416,19 +420,20 @@ testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-ch
 
 [[package]]
 name = "beautifulsoup4"
-version = "4.12.3"
+version = "4.13.4"
 description = "Screen-scraping library"
 optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.7.0"
 groups = ["main", "dev"]
 files = [
-    {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
-    {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
+    {file = "beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b"},
+    {file = "beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195"},
 ]
 markers = {main = "extra == \"redshift\""}
 
 [package.dependencies]
 soupsieve = ">1.2"
+typing-extensions = ">=4.0.0"
 
 [package.extras]
 cchardet = ["cchardet"]
@@ -458,34 +463,34 @@ css = ["tinycss2 (>=1.1.0,<1.5)"]
 
 [[package]]
 name = "boto3"
-version = "1.36.26"
+version = "1.38.24"
 description = "The AWS SDK for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "boto3-1.36.26-py3-none-any.whl", hash = "sha256:f67d014a7c5a3cd540606d64d7cb9eec3600cf42acab1ac0518df9751ae115e2"},
-    {file = "boto3-1.36.26.tar.gz", hash = "sha256:523b69457eee55ac15aa707c0e768b2a45ca1521f95b2442931090633ec72458"},
+    {file = "boto3-1.38.24-py3-none-any.whl", hash = "sha256:1f95ec3ac88ae6381fa0409e4c2ad0a41f0caf5fd6d8ef45a9525406a3f58b18"},
+    {file = "boto3-1.38.24.tar.gz", hash = "sha256:abdb8c760543e9c22026320e62e2934762b0c4ac4f42e8ea2a756f2d489b3135"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.26,<1.37.0"
+botocore = ">=1.38.24,<1.39.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.11.0,<0.12.0"
+s3transfer = ">=0.13.0,<0.14.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.38.18"
-description = "Type annotations for boto3 1.38.18 generated with mypy-boto3-builder 8.11.0"
+version = "1.38.24"
+description = "Type annotations for boto3 1.38.24 generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "boto3_stubs-1.38.18-py3-none-any.whl", hash = "sha256:9c9cf2849890305997701dc828aefce53aa35f88b3627dc8a76520cc2b995ed0"},
-    {file = "boto3_stubs-1.38.18.tar.gz", hash = "sha256:e219f8fd7b31f6d1da3166a604c6b3156b4666ad8e1b08fe58256ed943f35a91"},
+    {file = "boto3_stubs-1.38.24-py3-none-any.whl", hash = "sha256:b62c43115013d53bb65816b85ad71786de854d0f98c463d5d3d8d228f1c2c334"},
+    {file = "boto3_stubs-1.38.24.tar.gz", hash = "sha256:1607784fd379458e55ee92f4fd1d76bf328781a27ddbc322c3dd61b7ce4aa1e3"},
 ]
 
 [package.dependencies]
@@ -523,7 +528,7 @@ accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.38.0,<1.39.0)"]
 account = ["mypy-boto3-account (>=1.38.0,<1.39.0)"]
 acm = ["mypy-boto3-acm (>=1.38.0,<1.39.0)"]
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-boto3 = ["boto3 (==1.38.18)"]
+boto3 = ["boto3 (==1.38.24)"]
 braket = ["mypy-boto3-braket (>=1.38.0,<1.39.0)"]
 budgets = ["mypy-boto3-budgets (>=1.38.0,<1.39.0)"]
 ce = ["mypy-boto3-ce (>=1.38.0,<1.39.0)"]
@@ -819,7 +824,6 @@ pinpoint-sms-voice-v2 = ["mypy-boto3-pinpoint-sms-voice-v2 (>=1.38.0,<1.39.0)"]
 pipes = ["mypy-boto3-pipes (>=1.38.0,<1.39.0)"]
 polly = ["mypy-boto3-polly (>=1.38.0,<1.39.0)"]
 pricing = ["mypy-boto3-pricing (>=1.38.0,<1.39.0)"]
-privatenetworks = ["mypy-boto3-privatenetworks (>=1.38.0,<1.39.0)"]
 proton = ["mypy-boto3-proton (>=1.38.0,<1.39.0)"]
 qapps = ["mypy-boto3-qapps (>=1.38.0,<1.39.0)"]
 qbusiness = ["mypy-boto3-qbusiness (>=1.38.0,<1.39.0)"]
@@ -930,14 +934,14 @@ xray = ["mypy-boto3-xray (>=1.38.0,<1.39.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.26"
+version = "1.38.24"
 description = "Low-level, data-driven core of boto 3."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "botocore-1.36.26-py3-none-any.whl", hash = "sha256:4e3f19913887a58502e71ef8d696fe7eaa54de7813ff73390cd5883f837dfa6e"},
-    {file = "botocore-1.36.26.tar.gz", hash = "sha256:4a63bcef7ecf6146fd3a61dc4f9b33b7473b49bdaf1770e9aaca6eee0c9eab62"},
+    {file = "botocore-1.38.24-py3-none-any.whl", hash = "sha256:5901667b96d3a8603479879ab097560216cdc4c2918d433fc6509555d0ada29c"},
+    {file = "botocore-1.38.24.tar.gz", hash = "sha256:43563d5c2dfd56ebbcd9e25f482fc45000bfaec5966b26c77b331bd340c46376"},
 ]
 
 [package.dependencies]
@@ -953,14 +957,14 @@ crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.36.3"
+version = "1.38.24"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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-    {file = "botocore_stubs-1.36.3.tar.gz", hash = "sha256:30437070ba1df6f0549b1ded723aca74d06850610c7df002d643e0aa9f4c4520"},
+    {file = "botocore_stubs-1.38.24-py3-none-any.whl", hash = "sha256:15fcbd07541b7f82271637cfbc88e60e7ec8bccdbe9b33d6611b63b5d22ea7eb"},
+    {file = "botocore_stubs-1.38.24.tar.gz", hash = "sha256:ed346917591d1b74992eadc8bd020a09d55228cbdf9d3273a4db2b88f0bdb8f9"},
 ]
 
 [package.dependencies]
@@ -1009,14 +1013,14 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "bump-my-version"
-version = "1.1.3"
+version = "1.1.4"
 description = "Version bump your Python project"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "bump_my_version-1.1.3-py3-none-any.whl", hash = "sha256:e690885ad5f0772fa0a59c7c99ce6a5116983df892cbbeaab2ec9617d306cc7d"},
-    {file = "bump_my_version-1.1.3.tar.gz", hash = "sha256:fc1dd5bbc71171b1fa05d2d7dc26f11ffc6302d69d5e9aefee2d084f15c5521b"},
+    {file = "bump_my_version-1.1.4-py3-none-any.whl", hash = "sha256:e4fd5cc092f32b6166dbc5aee5e8e4399c5543c95a5782cf727e2ab3e15ad99c"},
+    {file = "bump_my_version-1.1.4.tar.gz", hash = "sha256:5e6928a24a73bae11aa28184936d0f2a8071bb2f033f36d310ff194f7f8d6be8"},
 ]
 
 [package.dependencies]
@@ -1032,14 +1036,14 @@ wcmatch = ">=8.5.1"
 
 [[package]]
 name = "cachecontrol"
-version = "0.14.2"
+version = "0.14.3"
 description = "httplib2 caching for requests"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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+    {file = "cachecontrol-0.14.3-py3-none-any.whl", hash = "sha256:b35e44a3113f17d2a31c1e6b27b9de6d4405f84ae51baa8c1d3cc5b633010cae"},
+    {file = "cachecontrol-0.14.3.tar.gz", hash = "sha256:73e7efec4b06b20d9267b441c1f733664f989fb8688391b670ca812d70795d11"},
 ]
 
 [package.dependencies]
@@ -1054,27 +1058,27 @@ redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.1"
+version = "5.5.2"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
 files = [
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+    {file = "cachetools-5.5.2.tar.gz", hash = "sha256:1a661caa9175d26759571b2e19580f9d6393969e5dfca11fdb1f947a23e640d4"},
 ]
 markers = {main = "extra == \"ray\""}
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.4.26"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main", "dev"]
 files = [
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+    {file = "certifi-2025.4.26-py3-none-any.whl", hash = "sha256:30350364dfe371162649852c63336a15c70c6510c2ad5015b21c2345311805f3"},
+    {file = "certifi-2025.4.26.tar.gz", hash = "sha256:0a816057ea3cdefcef70270d2c515e4506bbc954f417fa5ade2021213bb8f0c6"},
 ]
 markers = {main = "extra == \"ray\" or extra == \"redshift\" or extra == \"gremlin\" or extra == \"sparql\" or extra == \"opencypher\" or extra == \"opensearch\" or extra == \"geopandas\""}
 
@@ -1173,104 +1177,104 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main", "dev"]
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-markers = {main = "extra == \"ray\""}
+markers = {main = "python_version == \"3.9\" and extra == \"ray\"", dev = "python_version == \"3.9\""}
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "click"
+version = "8.2.1"
+description = "Composable command line interface toolkit"
+optional = false
+python-versions = ">=3.10"
+groups = ["main", "dev"]
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 [package.dependencies]
@@ -1479,7 +1504,7 @@ files = [
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 ]
-markers = {main = "extra == \"oracle\""}
+markers = {main = "python_version == \"3.9\" and extra == \"oracle\"", dev = "python_version == \"3.9\""}
 
 [package.dependencies]
 cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
@@ -1494,52 +1519,113 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "cryptography"
+version = "45.0.3"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = "!=3.9.0,!=3.9.1,>=3.7"
+groups = ["main", "dev"]
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 ]
 
 [package.dependencies]
 urllib3 = ">=1.25"
 
 [package.extras]
-dev = ["mypy (==1.13.0)", "ruff (==0.8.3)"]
+dev = ["mypy (==1.15.0)", "ruff (==0.9.7)"]
 fastimport = ["fastimport"]
 https = ["urllib3 (>=1.24.1)"]
 paramiko = ["paramiko"]
@@ -1714,17 +1805,20 @@ files = [
 
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-version = "1.2.2"
+version = "1.3.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 markers = "python_version < \"3.11\""
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+[package.dependencies]
+typing-extensions = {version = ">=4.6.0", markers = "python_version < \"3.13\""}
+
 [package.extras]
 test = ["pytest (>=6)"]
 
@@ -1745,14 +1839,14 @@ testing = ["hatch", "pre-commit", "pytest", "tox"]
 
 [[package]]
 name = "executing"
-version = "2.1.0"
+version = "2.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
@@ -1775,14 +1869,14 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.17.0"
+version = "3.18.0"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
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 ]
 markers = {main = "extra == \"ray\""}
 
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 ]
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.5.1"
 description = "File-system specification"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
-    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
+    {file = "fsspec-2025.5.1-py3-none-any.whl", hash = "sha256:24d3a2e663d5fc735ab256263c4075f374a174c3410c0b25e5bd1970bceaa462"},
+    {file = "fsspec-2025.5.1.tar.gz", hash = "sha256:2e55e47a540b91843b755e83ded97c6e897fa0942b11490113f09e9c443c2475"},
 ]
 markers = {main = "extra == \"modin\" or extra == \"ray\""}
 
@@ -1958,7 +2064,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
-test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -1989,26 +2095,26 @@ dev = ["black", "codecov", "pre-commit", "pytest (>=3.1.0)", "pytest-cov", "pyte
 
 [[package]]
 name = "google-api-core"
-version = "2.24.0"
+version = "2.24.2"
 description = "Google API client core library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"ray\""
 files = [
-    {file = "google_api_core-2.24.0-py3-none-any.whl", hash = "sha256:10d82ac0fca69c82a25b3efdeefccf6f28e02ebb97925a8cce8edbfe379929d9"},
-    {file = "google_api_core-2.24.0.tar.gz", hash = "sha256:e255640547a597a4da010876d333208ddac417d60add22b6851a0c66a831fcaf"},
+    {file = "google_api_core-2.24.2-py3-none-any.whl", hash = "sha256:810a63ac95f3c441b7c0e43d344e372887f62ce9071ba972eacf32672e072de9"},
+    {file = "google_api_core-2.24.2.tar.gz", hash = "sha256:81718493daf06d96d6bc76a91c23874dbf2fac0adbbf542831b805ee6e974696"},
 ]
 
 [package.dependencies]
-google-auth = ">=2.14.1,<3.0.dev0"
-googleapis-common-protos = ">=1.56.2,<2.0.dev0"
+google-auth = ">=2.14.1,<3.0.0"
+googleapis-common-protos = ">=1.56.2,<2.0.0"
 proto-plus = [
-    {version = ">=1.22.3,<2.0.0dev"},
-    {version = ">=1.25.0,<2.0.0dev", markers = "python_version >= \"3.13\""},
+    {version = ">=1.22.3,<2.0.0"},
+    {version = ">=1.25.0,<2.0.0", markers = "python_version >= \"3.13\""},
 ]
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
-requests = ">=2.18.0,<3.0.0.dev0"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
+requests = ">=2.18.0,<3.0.0"
 
 [package.extras]
 async-rest = ["google-auth[aiohttp] (>=2.35.0,<3.0.dev0)"]
@@ -2018,15 +2124,15 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-auth"
-version = "2.37.0"
+version = "2.40.2"
 description = "Google Authentication Library"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"ray\""
 files = [
-    {file = "google_auth-2.37.0-py2.py3-none-any.whl", hash = "sha256:42664f18290a6be591be5329a96fe30184be1a1badb7292a7f686a9659de9ca0"},
-    {file = "google_auth-2.37.0.tar.gz", hash = "sha256:0054623abf1f9c83492c63d3f47e77f0a544caa3d40b2d98e099a611c2dd5d00"},
+    {file = "google_auth-2.40.2-py2.py3-none-any.whl", hash = "sha256:f7e568d42eedfded58734f6a60c58321896a621f7c116c411550a4b4a13da90b"},
+    {file = "google_auth-2.40.2.tar.gz", hash = "sha256:a33cde547a2134273226fa4b853883559947ebe9207521f7afc707efbf690f58"},
 ]
 
 [package.dependencies]
@@ -2035,51 +2141,53 @@ pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
 
 [package.extras]
-aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0)", "requests (>=2.20.0,<3.0.0)"]
 enterprise-cert = ["cryptography", "pyopenssl"]
-pyjwt = ["cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
-pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+pyjwt = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
+pyopenssl = ["cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
-requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+requests = ["requests (>=2.20.0,<3.0.0)"]
+testing = ["aiohttp (<3.10.0)", "aiohttp (>=3.6.2,<4.0.0)", "aioresponses", "cryptography (<39.0.0) ; python_version < \"3.8\"", "cryptography (>=38.0.3)", "flask", "freezegun", "grpcio", "mock", "oauth2client", "packaging", "pyjwt (>=2.0)", "pyopenssl (<24.3.0)", "pyopenssl (>=20.0.0)", "pytest", "pytest-asyncio", "pytest-cov", "pytest-localserver", "pyu2f (>=0.1.5)", "requests (>=2.20.0,<3.0.0)", "responses", "urllib3"]
+urllib3 = ["packaging", "urllib3"]
 
 [[package]]
 name = "googleapis-common-protos"
-version = "1.66.0"
+version = "1.70.0"
 description = "Common protobufs used in Google APIs"
 optional = true
 python-versions = ">=3.7"
 groups = ["main"]
 markers = "extra == \"ray\""
 files = [
-    {file = "googleapis_common_protos-1.66.0-py2.py3-none-any.whl", hash = "sha256:d7abcd75fabb2e0ec9f74466401f6c119a0b498e27370e9be4c94cb7e382b8ed"},
-    {file = "googleapis_common_protos-1.66.0.tar.gz", hash = "sha256:c3e7b33d15fdca5374cc0a7346dd92ffa847425cc4ea941d970f13680052ec8c"},
+    {file = "googleapis_common_protos-1.70.0-py3-none-any.whl", hash = "sha256:b8bfcca8c25a2bb253e0e0b0adaf8c00773e5e6af6fd92397576680b807e0fd8"},
+    {file = "googleapis_common_protos-1.70.0.tar.gz", hash = "sha256:0e1b44e0ea153e6594f9f394fef15193a68aaaea2d843f83e2742717ca753257"},
 ]
 
 [package.dependencies]
-protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
+protobuf = ">=3.20.2,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<7.0.0"
 
 [package.extras]
-grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "gremlinpython"
-version = "3.7.2"
+version = "3.7.3"
 description = "Gremlin-Python for Apache TinkerPop"
 optional = true
-python-versions = "*"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gremlin\""
 files = [
-    {file = "gremlinpython-3.7.2-py2.py3-none-any.whl", hash = "sha256:ff925632f70fc5afff6864627fa69de8df577090a6eea63f10f0fed7194f98bf"},
-    {file = "gremlinpython-3.7.2.tar.gz", hash = "sha256:58d12e4af81210d7770d54da8f1f586de816bc00858e095f76326d338ea34acd"},
+    {file = "gremlinpython-3.7.3-py3-none-any.whl", hash = "sha256:56e0da437be3336971761dfeaab8532f0c583aaab760d8783c4a0bb389cfd341"},
+    {file = "gremlinpython-3.7.3.tar.gz", hash = "sha256:c8144bd1099fdcf072deff9a15e260efa9a1a065220495f799f6fc1ff6b83ef4"},
 ]
 
 [package.dependencies]
 aenum = ">=1.4.5,<4.0.0"
 aiohttp = ">=3.8.0,<4.0.0"
+async-timeout = ">=4.0.3,<5.0.0"
 isodate = ">=0.6.0,<1.0.0"
 nest-asyncio = "*"
-six = ">=1.10.0,<2.0.0"
 
 [package.extras]
 kerberos = ["kerberos (>=1.3.0,<2.0.0)"]
@@ -2087,72 +2195,68 @@ ujson = ["ujson (>=2.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.69.0"
+version = "1.71.0"
 description = "HTTP/2-based RPC framework"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"ray\""
 files = [
-    {file = "grpcio-1.69.0-cp310-cp310-linux_armv7l.whl", hash = "sha256:2060ca95a8db295ae828d0fc1c7f38fb26ccd5edf9aa51a0f44251f5da332e97"},
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+    {file = "grpcio-1.71.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9182e0063112e55e74ee7584769ec5a0b4f18252c35787f48738627e23a62b97"},
+    {file = "grpcio-1.71.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:693bc706c031aeb848849b9d1c6b63ae6bcc64057984bb91a542332b75aa4c3d"},
+    {file = "grpcio-1.71.0-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:20e8f653abd5ec606be69540f57289274c9ca503ed38388481e98fa396ed0b41"},
+    {file = "grpcio-1.71.0-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:8700a2a57771cc43ea295296330daaddc0d93c088f0a35cc969292b6db959bf3"},
+    {file = "grpcio-1.71.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:d35a95f05a8a2cbe8e02be137740138b3b2ea5f80bd004444e4f9a1ffc511e32"},
+    {file = "grpcio-1.71.0-cp39-cp39-win32.whl", hash = "sha256:f9c30c464cb2ddfbc2ddf9400287701270fdc0f14be5f08a1e3939f1e749b455"},
+    {file = "grpcio-1.71.0-cp39-cp39-win_amd64.whl", hash = "sha256:63e41b91032f298b3e973b3fa4093cbbc620c875e2da7b93e249d4728b54559a"},
+    {file = "grpcio-1.71.0.tar.gz", hash = "sha256:2b85f7820475ad3edec209d3d89a7909ada16caab05d3f2e08a7e8ae3200a55c"},
+]
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.71.0)"]
 
 [[package]]
 name = "h11"
@@ -2248,7 +2352,7 @@ description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
-markers = "python_version < \"3.12\""
+markers = "python_version == \"3.9\""
 files = [
     {file = "importlib_metadata-8.6.1-py3-none-any.whl", hash = "sha256:02a89390c1e15fdfdc0d7c6b25cb3e62650d0494005c97d6f148bf5b9787525e"},
     {file = "importlib_metadata-8.6.1.tar.gz", hash = "sha256:310b41d755445d74569f993ccfc22838295d9fe005425094fad953d7f15c8580"},
@@ -2266,16 +2370,41 @@ perf = ["ipython"]
 test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version >= \"3.10\" and python_version < \"3.12\""
+files = [
+    {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
+    {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
+]
+
+[package.dependencies]
+zipp = ">=3.20"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib_resources (>=1.3) ; python_version < \"3.9\"", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "iniconfig"
-version = "2.0.0"
+version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
-    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
 ]
 
 [[package]]
@@ -2331,6 +2460,7 @@ description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
+markers = "python_version == \"3.9\""
 files = [
     {file = "ipython-8.18.1-py3-none-any.whl", hash = "sha256:e8267419d72d81955ec1177f8a29aaa90ac80ad647499201119e2f05e99aa397"},
     {file = "ipython-8.18.1.tar.gz", hash = "sha256:ca6f079bb33457c66e233e4580ebfc4128855b4cf6370dddd73842a9563e8a27"},
@@ -2362,6 +2492,46 @@ qtconsole = ["qtconsole"]
 test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
 test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
 
+[[package]]
+name = "ipython"
+version = "8.36.0"
+description = "IPython: Productive Interactive Computing"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+markers = "python_version >= \"3.10\""
+files = [
+    {file = "ipython-8.36.0-py3-none-any.whl", hash = "sha256:12b913914d010dcffa2711505ec8be4bf0180742d97f1e5175e51f22086428c1"},
+    {file = "ipython-8.36.0.tar.gz", hash = "sha256:24658e9fe5c5c819455043235ba59cfffded4a35936eefceceab6b192f7092ff"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\" and sys_platform != \"emscripten\""}
+prompt_toolkit = ">=3.0.41,<3.1.0"
+pygments = ">=2.4.0"
+stack_data = "*"
+traitlets = ">=5.13.0"
+typing_extensions = {version = ">=4.6", markers = "python_version < \"3.12\""}
+
+[package.extras]
+all = ["ipython[black,doc,kernel,matplotlib,nbconvert,nbformat,notebook,parallel,qtconsole]", "ipython[test,test-extra]"]
+black = ["black"]
+doc = ["docrepr", "exceptiongroup", "intersphinx_registry", "ipykernel", "ipython[test]", "matplotlib", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "sphinxcontrib-jquery", "tomli ; python_version < \"3.11\"", "typing_extensions"]
+kernel = ["ipykernel"]
+matplotlib = ["matplotlib"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["ipywidgets", "notebook"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["packaging", "pickleshare", "pytest", "pytest-asyncio (<0.22)", "testpath"]
+test-extra = ["curio", "ipython[test]", "jupyter_ai", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pandas", "trio"]
+
 [[package]]
 name = "isodate"
 version = "0.7.2"
@@ -2473,20 +2643,20 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jeepney"
-version = "0.8.0"
+version = "0.9.0"
 description = "Low-level, pure Python DBus protocol wrapper."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 markers = "sys_platform == \"linux\""
 files = [
-    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
-    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+    {file = "jeepney-0.9.0-py3-none-any.whl", hash = "sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683"},
+    {file = "jeepney-0.9.0.tar.gz", hash = "sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732"},
 ]
 
 [package.extras]
-test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
-trio = ["async_generator ; python_version == \"3.6\"", "trio"]
+test = ["async-timeout ; python_version < \"3.11\"", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["trio"]
 
 [[package]]
 name = "jinja2"
@@ -2520,18 +2690,18 @@ files = [
 
 [[package]]
 name = "json5"
-version = "0.10.0"
+version = "0.12.0"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8.0"
 groups = ["dev"]
 files = [
-    {file = "json5-0.10.0-py3-none-any.whl", hash = "sha256:19b23410220a7271e8377f81ba8aacba2fdd56947fbb137ee5977cbe1f5e8dfa"},
-    {file = "json5-0.10.0.tar.gz", hash = "sha256:e66941c8f0a02026943c52c2eb34ebeb2a6f819a0be05920a6f5243cd30fd559"},
+    {file = "json5-0.12.0-py3-none-any.whl", hash = "sha256:6d37aa6c08b0609f16e1ec5ff94697e2cbbfbad5ac112afa05794da9ab7810db"},
+    {file = "json5-0.12.0.tar.gz", hash = "sha256:0b4b6ff56801a1c7dc817b0241bca4ce474a0e6a163bfef3fc594d3fd263ff3a"},
 ]
 
 [package.extras]
-dev = ["build (==1.2.2.post1)", "coverage (==7.5.3)", "mypy (==1.13.0)", "pip (==24.3.1)", "pylint (==3.2.3)", "ruff (==0.7.3)", "twine (==5.1.1)", "uv (==0.5.1)"]
+dev = ["build (==1.2.2.post1)", "coverage (==7.5.4) ; python_version < \"3.9\"", "coverage (==7.8.0) ; python_version >= \"3.9\"", "mypy (==1.14.1) ; python_version < \"3.9\"", "mypy (==1.15.0) ; python_version >= \"3.9\"", "pip (==25.0.1)", "pylint (==3.2.7) ; python_version < \"3.9\"", "pylint (==3.3.6) ; python_version >= \"3.9\"", "ruff (==0.11.2)", "twine (==6.1.0)", "uv (==0.6.11)"]
 
 [[package]]
 name = "jsonpath-ng"
@@ -2564,14 +2734,14 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.23.0"
+version = "4.24.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "jsonschema-4.23.0-py3-none-any.whl", hash = "sha256:fbadb6f8b144a8f8cf9f0b89ba94501d143e50411a1278633f56a7acf7fd5566"},
-    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
+    {file = "jsonschema-4.24.0-py3-none-any.whl", hash = "sha256:a462455f19f5faf404a7902952b6f0e3ce868f3ee09a359b05eca6673bd8412d"},
+    {file = "jsonschema-4.24.0.tar.gz", hash = "sha256:0b4e8069eb12aedfa881333004bccaec24ecef5a8a6a4b6df142b2cc9599d196"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -2595,14 +2765,14 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2024.10.1"
+version = "2025.4.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
-    {file = "jsonschema_specifications-2024.10.1-py3-none-any.whl", hash = "sha256:a09a0680616357d9a0ecf05c12ad234479f549239d0f5b55f3deea67475da9bf"},
-    {file = "jsonschema_specifications-2024.10.1.tar.gz", hash = "sha256:0f38b83639958ce1152d02a7f062902c41c8fd20d558b0c34344292d417ae272"},
+    {file = "jsonschema_specifications-2025.4.1-py3-none-any.whl", hash = "sha256:4653bffbd6584f7de83a67e0d620ef16900b390ddc7939d56684d6c81e33f1af"},
+    {file = "jsonschema_specifications-2025.4.1.tar.gz", hash = "sha256:630159c9f4dbea161a6a2205c3011cc4f18ff381b189fff48bb39b9bf26ae608"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -2635,14 +2805,14 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko ; sys_platform == \"
 
 [[package]]
 name = "jupyter-core"
-version = "5.7.2"
+version = "5.8.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "jupyter_core-5.7.2-py3-none-any.whl", hash = "sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409"},
-    {file = "jupyter_core-5.7.2.tar.gz", hash = "sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9"},
+    {file = "jupyter_core-5.8.1-py3-none-any.whl", hash = "sha256:c28d268fc90fb53f1338ded2eb410704c5449a358406e8a948b75706e24863d0"},
+    {file = "jupyter_core-5.8.1.tar.gz", hash = "sha256:0a5f9706f70e64786b75acba995988915ebd4601c8a52e534a40b51c95f59941"},
 ]
 
 [package.dependencies]
@@ -2651,23 +2821,24 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
-test = ["ipykernel", "pre-commit", "pytest (<8)", "pytest-cov", "pytest-timeout"]
+docs = ["intersphinx-registry", "myst-parser", "pydata-sphinx-theme", "sphinx-autodoc-typehints", "sphinxcontrib-spelling", "traitlets"]
+test = ["ipykernel", "pre-commit", "pytest (<9)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.11.0"
+version = "0.12.0"
 description = "Jupyter Event System library"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "jupyter_events-0.11.0-py3-none-any.whl", hash = "sha256:36399b41ce1ca45fe8b8271067d6a140ffa54cec4028e95491c93b78a855cacf"},
-    {file = "jupyter_events-0.11.0.tar.gz", hash = "sha256:c0bc56a37aac29c1fbc3bcfbddb8c8c49533f9cf11f1c4e6adadba936574ab90"},
+    {file = "jupyter_events-0.12.0-py3-none-any.whl", hash = "sha256:6464b2fa5ad10451c3d35fabc75eab39556ae1e2853ad0c0cc31b656731a97fb"},
+    {file = "jupyter_events-0.12.0.tar.gz", hash = "sha256:fc3fce98865f6784c9cd0a56a20644fc6098f21c8c33834a8d9fe383c17e554b"},
 ]
 
 [package.dependencies]
 jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
+packaging = "*"
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
 referencing = "*"
@@ -2698,14 +2869,14 @@ jupyter-server = ">=1.1.2"
 
 [[package]]
 name = "jupyter-server"
-version = "2.15.0"
+version = "2.16.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "jupyter_server-2.15.0-py3-none-any.whl", hash = "sha256:872d989becf83517012ee669f09604aa4a28097c0bd90b2f424310156c2cdae3"},
-    {file = "jupyter_server-2.15.0.tar.gz", hash = "sha256:9d446b8697b4f7337a1b7cdcac40778babdd93ba614b6d68ab1c0c918f1c4084"},
+    {file = "jupyter_server-2.16.0-py3-none-any.whl", hash = "sha256:3d8db5be3bc64403b1c65b400a1d7f4647a5ce743f3b20dbdefe8ddb7b55af9e"},
+    {file = "jupyter_server-2.16.0.tar.gz", hash = "sha256:65d4b44fdf2dcbbdfe0aa1ace4a842d4aaf746a2b7b168134d5aaed35621b7f6"},
 ]
 
 [package.dependencies]
@@ -2755,14 +2926,14 @@ test = ["jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-jupyter[server] (>
 
 [[package]]
 name = "jupyterlab"
-version = "4.4.2"
+version = "4.4.3"
 description = "JupyterLab computational environment"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "jupyterlab-4.4.2-py3-none-any.whl", hash = "sha256:857111a50bed68542bf55dca784522fe728f9f88b4fe69e8c585db5c50900419"},
-    {file = "jupyterlab-4.4.2.tar.gz", hash = "sha256:afa9caf28c0cb966488be18e5e8daba9f018a1c4273a406b7d5006344cbc6d16"},
+    {file = "jupyterlab-4.4.3-py3-none-any.whl", hash = "sha256:164302f6d4b6c44773dfc38d585665a4db401a16e5296c37df5cba63904fbdea"},
+    {file = "jupyterlab-4.4.3.tar.gz", hash = "sha256:a94c32fd7f8b93e82a49dc70a6ec45a5c18281ca2a7228d12765e4e210e5bca2"},
 ]
 
 [package.dependencies]
@@ -2860,159 +3031,150 @@ type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
 
 [[package]]
 name = "lxml"
-version = "5.3.0"
+version = "5.4.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"redshift\""
 files = [
-    {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd36439be765e2dde7660212b5275641edbc813e7b24668831a5c8ac91180656"},
-    {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ae5fe5c4b525aa82b8076c1a59d642c17b6e8739ecf852522c6321852178119d"},
-    {file = "lxml-5.3.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:501d0d7e26b4d261fca8132854d845e4988097611ba2531408ec91cf3fd9d20a"},
-    {file = "lxml-5.3.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fb66442c2546446944437df74379e9cf9e9db353e61301d1a0e26482f43f0dd8"},
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 [package.extras]
 cssselect = ["cssselect (>=0.7)"]
-html-clean = ["lxml-html-clean"]
+html-clean = ["lxml_html_clean"]
 html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
-source = ["Cython (>=3.0.11)"]
+source = ["Cython (>=3.0.11,<3.1.0)"]
 
 [[package]]
 name = "markdown-it-py"
@@ -3159,14 +3321,14 @@ files = [
 
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 ]
 
 [package.dependencies]
@@ -3202,26 +3364,26 @@ spreadsheet = ["modin-spreadsheet (>=0.1.0)"]
 
 [[package]]
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 ]
 
 [[package]]
 name = "moto"
-version = "5.1.4"
+version = "5.1.5"
 description = "A library that allows you to easily mock out tests based on AWS infrastructure"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
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 ]
 
 [package.dependencies]
@@ -3494,14 +3668,14 @@ reports = ["lxml"]
 
 [[package]]
 name = "mypy-boto3-athena"
-version = "1.38.0"
-description = "Type annotations for boto3 Athena 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.13"
+description = "Type annotations for boto3 Athena 1.38.13 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3524,14 +3698,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-cleanrooms"
-version = "1.38.0"
-description = "Type annotations for boto3 CleanRoomsService 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.6"
+description = "Type annotations for boto3 CleanRoomsService 1.38.6 service generated with mypy-boto3-builder 8.10.1"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_cleanrooms-1.38.6-py3-none-any.whl", hash = "sha256:596168799793cdd2af6e668f7ec9983d9137d67c804cf1fc56bbc0de28d4f119"},
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 ]
 
 [package.dependencies]
@@ -3539,14 +3713,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-cloudwatch"
-version = "1.38.0"
-description = "Type annotations for boto3 CloudWatch 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.21"
+description = "Type annotations for boto3 CloudWatch 1.38.21 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3554,14 +3728,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-dynamodb"
-version = "1.38.2"
-description = "Type annotations for boto3 DynamoDB 1.38.2 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.4"
+description = "Type annotations for boto3 DynamoDB 1.38.4 service generated with mypy-boto3-builder 8.10.1"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3569,14 +3743,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-ec2"
-version = "1.38.0"
-description = "Type annotations for boto3 EC2 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.24"
+description = "Type annotations for boto3 EC2 1.38.24 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_ec2-1.38.24-py3-none-any.whl", hash = "sha256:9220ef5d19a88bd660f3f1b3cd30598df6fdec9914dca5fa92da31939101acc9"},
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 ]
 
 [package.dependencies]
@@ -3584,14 +3758,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-emr"
-version = "1.38.0"
-description = "Type annotations for boto3 EMR 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.18"
+description = "Type annotations for boto3 EMR 1.38.18 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3614,14 +3788,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-glue"
-version = "1.38.0"
-description = "Type annotations for boto3 Glue 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.22"
+description = "Type annotations for boto3 Glue 1.38.22 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 [package.dependencies]
@@ -3644,14 +3818,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-logs"
-version = "1.38.0"
-description = "Type annotations for boto3 CloudWatchLogs 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.16"
+description = "Type annotations for boto3 CloudWatchLogs 1.38.16 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3659,14 +3833,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-neptune"
-version = "1.38.0"
-description = "Type annotations for boto3 Neptune 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.18"
+description = "Type annotations for boto3 Neptune 1.38.18 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_neptune-1.38.18-py3-none-any.whl", hash = "sha256:35857639cd21573964b922d246b2b4298df11c7c8b5281b96e3438834f200379"},
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 ]
 
 [package.dependencies]
@@ -3719,14 +3893,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-rds"
-version = "1.38.2"
-description = "Type annotations for boto3 RDS 1.38.2 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.20"
+description = "Type annotations for boto3 RDS 1.38.20 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_rds-1.38.20-py3-none-any.whl", hash = "sha256:9f600c24e687780fed1c8dc6d244b17dd0889f34705ec40c66df15e1caa420f4"},
+    {file = "mypy_boto3_rds-1.38.20.tar.gz", hash = "sha256:c6aa70c0cc5bc59959fec434206fbf8200386b583ff1f7e372154eaa41eb52e9"},
 ]
 
 [package.dependencies]
@@ -3809,14 +3983,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-ssm"
-version = "1.38.0"
-description = "Type annotations for boto3 SSM 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.5"
+description = "Type annotations for boto3 SSM 1.38.5 service generated with mypy-boto3-builder 8.10.1"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_ssm-1.38.5-py3-none-any.whl", hash = "sha256:1bb0f932bee9038a53ab02781f959fc553a5d7f5e9d7cba56f998d0eb0a5878f"},
+    {file = "mypy_boto3_ssm-1.38.5.tar.gz", hash = "sha256:e95bbad7d2f6b4849bc946eb9bbcc1f134cbdaafb172c365bedecdb3104eee0e"},
 ]
 
 [package.dependencies]
@@ -3839,14 +4013,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-timestream-query"
-version = "1.38.0"
-description = "Type annotations for boto3 TimestreamQuery 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.10"
+description = "Type annotations for boto3 TimestreamQuery 1.38.10 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_timestream_query-1.38.10-py3-none-any.whl", hash = "sha256:712a9b4204aeae5a3d07f2a546319ac1bf80c8555385cb416bd463b88f562129"},
+    {file = "mypy_boto3_timestream_query-1.38.10.tar.gz", hash = "sha256:15851b18fb76d1589ac0417d503de263b512d0941c49abd757ae6f9b856f1f02"},
 ]
 
 [package.dependencies]
@@ -3854,14 +4028,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-boto3-timestream-write"
-version = "1.38.0"
-description = "Type annotations for boto3 TimestreamWrite 1.38.0 service generated with mypy-boto3-builder 8.10.1"
+version = "1.38.10"
+description = "Type annotations for boto3 TimestreamWrite 1.38.10 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "mypy_boto3_timestream_write-1.38.10-py3-none-any.whl", hash = "sha256:8e4c6b430b251d6ca7219b9547dbcf252a68da1334a43728132b6e92ca8b0891"},
+    {file = "mypy_boto3_timestream_write-1.38.10.tar.gz", hash = "sha256:0db8a1b3b98779690dcc830c826c40accf4e7d624ce4580311cd9538c2da4fd5"},
 ]
 
 [package.dependencies]
@@ -3869,14 +4043,14 @@ typing-extensions = {version = "*", markers = "python_version < \"3.12\""}
 
 [[package]]
 name = "mypy-extensions"
-version = "1.0.0"
+version = "1.1.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 groups = ["dev"]
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 ]
 
 [[package]]
@@ -4437,26 +4611,29 @@ testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pbr"
-version = "6.1.0"
+version = "6.1.1"
 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
 groups = ["dev"]
 files = [
-    {file = "pbr-6.1.0-py2.py3-none-any.whl", hash = "sha256:a776ae228892d8013649c0aeccbb3d5f99ee15e005a4cbb7e61d55a067b28a2a"},
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+    {file = "pbr-6.1.1.tar.gz", hash = "sha256:93ea72ce6989eb2eed99d0f75721474f69ad88128afdef5ac377eb797c4bf76b"},
 ]
 
+[package.dependencies]
+setuptools = "*"
+
 [[package]]
 name = "pbs-installer"
-version = "2025.4.9"
+version = "2025.5.17"
 description = "Installer for Python Build Standalone"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4475,7 +4652,7 @@ description = "Pexpect allows easy control of interactive console applications."
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "sys_platform != \"win32\""
+markers = "python_version == \"3.9\" and sys_platform != \"win32\" or sys_platform != \"win32\" and sys_platform != \"emscripten\""
 files = [
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@@ -4503,14 +4680,14 @@ scramp = ">=1.4.5"
 
 [[package]]
 name = "pkginfo"
-version = "1.12.0"
+version = "1.12.1.2"
 description = "Query metadata from sdists / bdists / installed packages."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "pkginfo-1.12.1.2.tar.gz", hash = "sha256:5cd957824ac36f140260964eba3c6be6442a8359b8c48f4adf90210f33a04b7b"},
 ]
 
 [package.extras]
@@ -4518,37 +4695,37 @@ testing = ["pytest", "pytest-cov", "wheel"]
 
 [[package]]
 name = "platformdirs"
-version = "4.3.6"
+version = "4.3.8"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "platformdirs-4.3.8-py3-none-any.whl", hash = "sha256:ff7059bb7eb1179e2685604f4aaf157cfd9535242bd23742eadc3c13542139b4"},
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 ]
 markers = {main = "extra == \"ray\""}
 
 [package.extras]
-docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
-test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
-type = ["mypy (>=1.11.2)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.14.1)"]
 
 [[package]]
 name = "pluggy"
-version = "1.5.0"
+version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "ply"
@@ -4634,14 +4811,14 @@ tests = ["dill (>=0.3.6)", "flake8 (>=3.7.7)", "freezegun (>=0.3.11)", "pytest (
 
 [[package]]
 name = "prometheus-client"
-version = "0.21.1"
+version = "0.22.0"
 description = "Python client for the Prometheus monitoring system."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "prometheus_client-0.22.0-py3-none-any.whl", hash = "sha256:c8951bbe64e62b96cd8e8f5d917279d1b9b91ab766793f33d4dce6c228558713"},
+    {file = "prometheus_client-0.22.0.tar.gz", hash = "sha256:18da1d2241ac2d10c8d2110f13eedcd5c7c0c8af18c926e8731f04fc10cd575c"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -4650,14 +4827,14 @@ twisted = ["twisted"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.50"
+version = "3.0.51"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
-python-versions = ">=3.8.0"
+python-versions = ">=3.8"
 groups = ["dev"]
 files = [
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+    {file = "prompt_toolkit-3.0.51.tar.gz", hash = "sha256:931a162e3b27fc90c86f1b48bb1fb2c528c2761475e57c9c06de13311c7b54ed"},
 ]
 
 [package.dependencies]
@@ -4665,168 +4842,175 @@ wcwidth = "*"
 
 [[package]]
 name = "propcache"
-version = "0.2.1"
+version = "0.3.1"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"gremlin\" or extra == \"ray\""
 files = [
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 markers = {main = "extra == \"modin\""}
 
 [package.extras]
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 test = ["pytest", "pytest-xdist", "setuptools"]
 
 [[package]]
@@ -4836,7 +5020,7 @@ description = "Run a subprocess in a pseudo terminal"
 optional = false
 python-versions = "*"
 groups = ["dev"]
-markers = "sys_platform != \"win32\" or os_name != \"nt\""
+markers = "sys_platform != \"win32\" and python_version == \"3.9\" or sys_platform != \"win32\" and sys_platform != \"emscripten\" or os_name != \"nt\""
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 optional = true
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "extra == \"geopandas\""
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 [package.dependencies]
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 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 [package.extras]
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-testing = ["covdefaults (>=2.3)", "pytest (>=8.3.4)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "setuptools (>=75.8)"]
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 [[package]]
 name = "pyproject-hooks"
@@ -5502,14 +5749,14 @@ pytest = ">=7.0.0"
 
 [[package]]
 name = "pytest-xdist"
-version = "3.6.1"
+version = "3.7.0"
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 [[package]]
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 [package.extras]
@@ -5965,37 +6201,37 @@ all = ["numpy"]
 
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 [package.dependencies]
@@ -6035,13 +6271,13 @@ virtualenv = {version = ">=20.0.24,<20.21.1 || >20.21.1", optional = true, marke
 adag = ["cupy-cuda12x ; sys_platform != \"darwin\""]
 air = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "numpy (>=1.20)", "opencensus", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
 all = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "cupy-cuda12x ; sys_platform != \"darwin\"", "dm-tree", "fastapi", "fsspec", "grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\"", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "gymnasium (==1.0.0)", "lz4", "memray ; sys_platform != \"win32\"", "numpy (>=1.20)", "opencensus", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk", "ormsgpack (==1.7.0)", "pandas", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyOpenSSL", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "pyyaml", "requests", "scipy", "smart-open", "starlette", "tensorboardX (>=1.9)", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
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 cgraph = ["cupy-cuda12x ; sys_platform != \"darwin\""]
 client = ["grpcio", "grpcio (!=1.56.0) ; sys_platform == \"darwin\""]
-cpp = ["ray-cpp (==2.45.0)"]
+cpp = ["ray-cpp (==2.46.0)"]
 data = ["fsspec", "numpy (>=1.20)", "pandas (>=1.3)", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)"]
 default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "virtualenv (>=20.0.24,!=20.21.1)"]
-llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout ; python_version < \"3.11\"", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.8.2)", "watchfiles"]
+llm = ["aiohttp (>=3.7)", "aiohttp-cors", "async-timeout ; python_version < \"3.11\"", "colorful", "fastapi", "fsspec", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "jsonref (>=1.1.0)", "jsonschema", "ninja", "numpy (>=1.20)", "opencensus", "pandas (>=1.3)", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "typer", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "vllm (>=0.8.5)", "watchfiles"]
 observability = ["memray ; sys_platform != \"win32\"", "opentelemetry-api", "opentelemetry-exporter-otlp", "opentelemetry-sdk"]
 rllib = ["dm-tree", "fsspec", "gymnasium (==1.0.0)", "lz4", "ormsgpack (==1.7.0)", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and platform_machine == \"x86_64\"", "pyarrow (>=9.0.0)", "pyyaml", "requests", "scipy", "tensorboardX (>=1.9)"]
 serve = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "fastapi", "grpcio (>=1.32.0) ; python_version < \"3.10\"", "grpcio (>=1.42.0) ; python_version >= \"3.10\"", "opencensus", "prometheus-client (>=0.7.1)", "py-spy (>=0.2.0) ; python_version < \"3.12\"", "py-spy (>=0.4.0) ; python_version >= \"3.12\"", "pydantic (<2.0.dev0 || >=2.5.dev0,<3)", "requests", "smart-open", "starlette", "uvicorn[standard]", "virtualenv (>=20.0.24,!=20.21.1)", "watchfiles"]
@@ -6051,15 +6287,15 @@ tune = ["fsspec", "pandas", "pyarrow (<18) ; sys_platform == \"darwin\" and plat
 
 [[package]]
 name = "rdflib"
-version = "7.1.3"
+version = "7.1.4"
 description = "RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information."
 optional = true
 python-versions = "<4.0.0,>=3.8.1"
 groups = ["main"]
 markers = "extra == \"sparql\""
 files = [
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-    {file = "rdflib-7.1.3.tar.gz", hash = "sha256:f3dcb4c106a8cd9e060d92f43d593d09ebc3d07adc244f4c7315856a12e383ee"},
+    {file = "rdflib-7.1.4-py3-none-any.whl", hash = "sha256:72f4adb1990fa5241abd22ddaf36d7cafa5d91d9ff2ba13f3086d339b213d997"},
+    {file = "rdflib-7.1.4.tar.gz", hash = "sha256:fed46e24f26a788e2ab8e445f7077f00edcf95abb73bcef4b86cefa8b62dd174"},
 ]
 
 [package.dependencies]
@@ -6075,14 +6311,14 @@ orjson = ["orjson (>=3.9.14,<4)"]
 
 [[package]]
 name = "redshift-connector"
-version = "2.1.6"
+version = "2.1.7"
 description = "Redshift interface library"
 optional = true
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "extra == \"redshift\""
 files = [
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 ]
 
 [package.dependencies]
@@ -6101,14 +6337,14 @@ full = ["numpy", "pandas"]
 
 [[package]]
 name = "referencing"
-version = "0.36.1"
+version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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+    {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
+    {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
 ]
 markers = {main = "extra == \"ray\""}
 
@@ -6176,14 +6412,14 @@ requests = ">=2.0.1,<3.0.0"
 
 [[package]]
 name = "responses"
-version = "0.25.6"
+version = "0.25.7"
 description = "A utility library for mocking out the `requests` Python library."
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "responses-0.25.6-py3-none-any.whl", hash = "sha256:9cac8f21e1193bb150ec557875377e41ed56248aed94e4567ed644db564bacf1"},
-    {file = "responses-0.25.6.tar.gz", hash = "sha256:eae7ce61a9603004e76c05691e7c389e59652d91e94b419623c12bbfb8e331d8"},
+    {file = "responses-0.25.7-py3-none-any.whl", hash = "sha256:92ca17416c90fe6b35921f52179bff29332076bb32694c0df02dcac2c6bc043c"},
+    {file = "responses-0.25.7.tar.gz", hash = "sha256:8ebae11405d7a5df79ab6fd54277f6f2bc29b2d002d0dd2d5c632594d1ddcedb"},
 ]
 
 [package.dependencies]
@@ -6237,14 +6473,14 @@ files = [
 
 [[package]]
 name = "rich"
-version = "13.9.4"
+version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
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-version = "0.11.1"
+version = "0.13.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [package.dependencies]
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 [package.extras]
-crt = ["botocore[crt] (>=1.36.0,<2.0a.0)"]
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 [[package]]
 name = "scramp"
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+    {file = "shapely-2.0.7.tar.gz", hash = "sha256:28fe2997aab9a9dc026dc6a355d04e85841546b2a5d232ed953e3321ab958ee5"},
 ]
 
 [package.dependencies]
@@ -6599,6 +6849,65 @@ numpy = ">=1.14,<3"
 docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
 test = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "shapely"
+version = "2.1.1"
+description = "Manipulation and analysis of geometric objects"
+optional = true
+python-versions = ">=3.10"
+groups = ["main"]
+markers = "python_version >= \"3.10\" and extra == \"geopandas\""
+files = [
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+    {file = "shapely-2.1.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:69e08bf9697c1b73ec6aa70437db922bafcea7baca131c90c26d59491a9760f9"},
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+    {file = "shapely-2.1.1-cp313-cp313t-win_amd64.whl", hash = "sha256:8cb8f17c377260452e9d7720eeaf59082c5f8ea48cf104524d953e5d36d4bdb7"},
+    {file = "shapely-2.1.1.tar.gz", hash = "sha256:500621967f2ffe9642454808009044c21e5b35db89ce69f8a2042c2ffd0e2772"},
+]
+
+[package.dependencies]
+numpy = ">=1.21"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov", "scipy-doctest"]
+
 [[package]]
 name = "shellingham"
 version = "1.5.4"
@@ -6664,26 +6973,26 @@ files = [
 
 [[package]]
 name = "snowballstemmer"
-version = "2.2.0"
-description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+version = "3.0.1"
+description = "This package provides 32 stemmers for 30 languages generated from Snowball algorithms."
 optional = false
-python-versions = "*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*"
 groups = ["dev"]
 files = [
-    {file = "snowballstemmer-2.2.0-py2.py3-none-any.whl", hash = "sha256:c8e1716e83cc398ae16824e5572ae04e0d9fc2c6b985fb0f900f5f0c96ecba1a"},
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+    {file = "snowballstemmer-3.0.1-py3-none-any.whl", hash = "sha256:6cd7b3897da8d6c9ffb968a6781fa6532dce9c3618a4b127d920dab764a19064"},
+    {file = "snowballstemmer-3.0.1.tar.gz", hash = "sha256:6d5eeeec8e9f84d4d56b847692bacf79bc2c8e90c7f80ca4444ff8b6f2e52895"},
 ]
 
 [[package]]
 name = "soupsieve"
-version = "2.6"
+version = "2.7"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
 groups = ["main", "dev"]
 files = [
-    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
-    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
+    {file = "soupsieve-2.7-py3-none-any.whl", hash = "sha256:6e60cc5c1ffaf1cebcc12e8188320b72071e922c2e897f737cadce79ad5d30c4"},
+    {file = "soupsieve-2.7.tar.gz", hash = "sha256:ad282f9b6926286d2ead4750552c8a6142bc4c783fd66b0293547c8fe6ae126a"},
 ]
 markers = {main = "extra == \"redshift\""}
 
@@ -6919,14 +7228,14 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stevedore"
-version = "5.4.0"
+version = "5.4.1"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "stevedore-5.4.0-py3-none-any.whl", hash = "sha256:b0be3c4748b3ea7b854b265dcb4caa891015e442416422be16f8b31756107857"},
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+    {file = "stevedore-5.4.1-py3-none-any.whl", hash = "sha256:d10a31c7b86cba16c1f6e8d15416955fc797052351a56af15e608ad20811fcfe"},
+    {file = "stevedore-5.4.1.tar.gz", hash = "sha256:3135b5ae50fe12816ef291baff420acb727fcd356106e3e9cbfa9e5985cd6f4b"},
 ]
 
 [package.dependencies]
@@ -7096,50 +7405,50 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "trove-classifiers"
-version = "2025.1.15.22"
+version = "2025.5.9.12"
 description = "Canonical source for classifiers on PyPI (pypi.org)."
 optional = false
 python-versions = "*"
 groups = ["dev"]
 files = [
-    {file = "trove_classifiers-2025.1.15.22-py3-none-any.whl", hash = "sha256:5f19c789d4f17f501d36c94dbbf969fb3e8c2784d008e6f5164dd2c3d6a2b07c"},
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+    {file = "trove_classifiers-2025.5.9.12-py3-none-any.whl", hash = "sha256:e381c05537adac78881c8fa345fd0e9970159f4e4a04fcc42cfd3129cca640ce"},
+    {file = "trove_classifiers-2025.5.9.12.tar.gz", hash = "sha256:7ca7c8a7a76e2cd314468c677c69d12cc2357711fcab4a60f87994c1589e5cb5"},
 ]
 
 [[package]]
 name = "types-awscrt"
-version = "0.23.6"
+version = "0.27.2"
 description = "Type annotations and code completion for awscrt"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "types_awscrt-0.23.6-py3-none-any.whl", hash = "sha256:fbf9c221af5607b24bf17f8431217ce8b9a27917139edbc984891eb63fd5a593"},
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+    {file = "types_awscrt-0.27.2-py3-none-any.whl", hash = "sha256:49a045f25bbd5ad2865f314512afced933aed35ddbafc252e2268efa8a787e4e"},
+    {file = "types_awscrt-0.27.2.tar.gz", hash = "sha256:acd04f57119eb15626ab0ba9157fc24672421de56e7bd7b9f61681fedee44e91"},
 ]
 
 [[package]]
 name = "types-python-dateutil"
-version = "2.9.0.20241206"
+version = "2.9.0.20250516"
 description = "Typing stubs for python-dateutil"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
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+    {file = "types_python_dateutil-2.9.0.20250516-py3-none-any.whl", hash = "sha256:2b2b3f57f9c6a61fba26a9c0ffb9ea5681c9b83e69cd897c6b5f668d9c0cab93"},
+    {file = "types_python_dateutil-2.9.0.20250516.tar.gz", hash = "sha256:13e80d6c9c47df23ad773d54b2826bd52dbbb41be87c3f339381c1700ad21ee5"},
 ]
 
 [[package]]
 name = "types-s3transfer"
-version = "0.11.1"
+version = "0.13.0"
 description = "Type annotations and code completion for s3transfer"
 optional = false
 python-versions = ">=3.8"
 groups = ["dev"]
 files = [
-    {file = "types_s3transfer-0.11.1-py3-none-any.whl", hash = "sha256:ddb20d103361c2d7cf95e9e73468cdd12f049f503b1512e6fdfe5a66fa086d2d"},
-    {file = "types_s3transfer-0.11.1.tar.gz", hash = "sha256:6ab89d4d76bcbf6d494582949963b4672347e8daa397d9790f3684b4fcf873c4"},
+    {file = "types_s3transfer-0.13.0-py3-none-any.whl", hash = "sha256:79c8375cbf48a64bff7654c02df1ec4b20d74f8c5672fc13e382f593ca5565b3"},
+    {file = "types_s3transfer-0.13.0.tar.gz", hash = "sha256:203dadcb9865c2f68fb44bc0440e1dc05b79197ba4a641c0976c26c9af75ef52"},
 ]
 
 [[package]]
@@ -7154,16 +7463,32 @@ files = [
     {file = "typing_extensions-4.13.2.tar.gz", hash = "sha256:e6c81219bd689f51865d9e372991c540bda33a0379d5573cddb9a3a23f7caaef"},
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main", "dev"]
+files = [
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+]
+markers = {main = "extra == \"ray\""}
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "tzdata"
-version = "2025.1"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 files = [
-    {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
-    {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
+    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
+    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
 [[package]]
@@ -7201,15 +7526,15 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.3.0"
+version = "2.4.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 markers = "python_version >= \"3.10\""
 files = [
-    {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
-    {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
+    {file = "urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813"},
+    {file = "urllib3-2.4.0.tar.gz", hash = "sha256:414bc6535b787febd7567804cc015fee39daab8ad86268f1310a9250697de466"},
 ]
 
 [package.extras]
@@ -7532,113 +7857,135 @@ files = [
 
 [[package]]
 name = "yarl"
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+    {file = "yarl-1.20.0-py3-none-any.whl", hash = "sha256:5d0fe6af927a47a230f31e6004621fd0959eaa915fc62acfafa67ff7229a3124"},
+    {file = "yarl-1.20.0.tar.gz", hash = "sha256:686d51e51ee5dfe62dec86e4866ee0e9ed66df700d55c828a615640adc885307"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [[package]]
 name = "zipp"
-version = "3.21.0"
+version = "3.22.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 markers = "python_version < \"3.12\""
 files = [
-    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
-    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
+    {file = "zipp-3.22.0-py3-none-any.whl", hash = "sha256:fe208f65f2aca48b81f9e6fd8cf7b8b32c26375266b009b413d45306b6148343"},
+    {file = "zipp-3.22.0.tar.gz", hash = "sha256:dd2f28c3ce4bc67507bfd3781d21b7bb2be31103b51a4553ad7d90b84e57ace5"},
 ]
 
 [package.extras]
@@ -7646,7 +7993,7 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+test = ["big-O", "importlib_resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
 type = ["pytest-mypy"]
 
 [[package]]
@@ -7782,4 +8129,4 @@ sqlserver = ["pyodbc"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9, <4.0"
-content-hash = "e1077c554145c825b202a6e086304948ea6b72ccc68456ed560bf5ee76313d30"
+content-hash = "5766bd25d705b4cb51456b87a5ead66c28fb201b119da684cff7943aa3414f31"
diff --git a/pyproject.toml b/pyproject.toml
index d2a9a5269..f891fbd01 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "awswrangler"
-version = "3.11.0"
+version = "3.12.0"
 description = "Pandas on AWS."
 authors = ["Amazon Web Services"]
 license = "Apache License 2.0"
@@ -46,7 +46,7 @@ typing-extensions = "^4.4.0"
 packaging = ">=21.1,<26.0"
 
 # needed because Py 3.12 removed distutils, which some libraries still need
-setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+setuptools = {version = "*", markers = "python_version >= '3.12'"}
 
 # Databases
 redshift-connector = { version = "^2.0.0", optional = true }
diff --git a/test_infra/pyproject.toml b/test_infra/pyproject.toml
index 46ddbc04c..d9ec48170 100644
--- a/test_infra/pyproject.toml
+++ b/test_infra/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "awswrangler - test infrastructure"
-version = "3.11.0"
+version = "3.12.0"
 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 117c3ea2d..99c28a78d 100644
--- a/tests/unit/test_metadata.py
+++ b/tests/unit/test_metadata.py
@@ -2,7 +2,7 @@
 
 
 def test_metadata():
-    assert wr.__version__ == "3.11.0"
+    assert wr.__version__ == "3.12.0"
     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 156bb0785..ddd86eb58 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/3.11.0/api.html)."
+    "Check our [list of functionalities](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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/3.11.0/install.html#pypi-pip)\n",
-    "  - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#conda)\n",
-    "  - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-lambda-layer)\n",
-    "  - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-glue-python-shell-jobs)\n",
-    "  - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#aws-glue-pyspark-jobs)\n",
-    "  - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#amazon-sagemaker-notebook)\n",
-    "  - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#amazon-sagemaker-notebook-lifecycle)\n",
-    "  - [EMR Cluster](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#emr-cluster)\n",
-    "  - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/install.html#from-source)\n",
+    "  - [PyPi (pip)](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#pypi-pip)\n",
+    "  - [Conda](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#conda)\n",
+    "  - [AWS Lambda Layer](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-lambda-layer)\n",
+    "  - [AWS Glue Python Shell Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-glue-python-shell-jobs)\n",
+    "  - [AWS Glue PySpark Jobs](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#aws-glue-pyspark-jobs)\n",
+    "  - [Amazon SageMaker Notebook](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#amazon-sagemaker-notebook)\n",
+    "  - [Amazon SageMaker Notebook Lifecycle](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#amazon-sagemaker-notebook-lifecycle)\n",
+    "  - [EMR Cluster](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/install.html#emr-cluster)\n",
+    "  - [From source](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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 2db5d49db..7e4d2109e 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/3.11.0/stubs/awswrangler.redshift.to_sql.html)\n",
-    "- [wr.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.redshift.read_sql_query.html)\n",
-    "- [wr.mysql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.mysql.to_sql.html)\n",
-    "- [wr.mysql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.mysql.read_sql_query.html)\n",
-    "- [wr.postgresql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.postgresql.to_sql.html)\n",
-    "- [wr.postgresql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.postgresql.read_sql_query.html)\n",
-    "- [wr.sqlserver.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.sqlserver.to_sql.html)\n",
-    "- [wr.sqlserver.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.sqlserver.read_sql_query.html)\n",
-    "- [wr.oracle.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.oracle.to_sql.html)\n",
-    "- [wr.oracle.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.oracle.read_sql_query.html)"
+    "- [wr.redshift.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.redshift.to_sql.html)\n",
+    "- [wr.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.redshift.read_sql_query.html)\n",
+    "- [wr.mysql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.mysql.to_sql.html)\n",
+    "- [wr.mysql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.mysql.read_sql_query.html)\n",
+    "- [wr.postgresql.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.postgresql.to_sql.html)\n",
+    "- [wr.postgresql.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.postgresql.read_sql_query.html)\n",
+    "- [wr.sqlserver.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.sqlserver.to_sql.html)\n",
+    "- [wr.sqlserver.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.sqlserver.read_sql_query.html)\n",
+    "- [wr.oracle.to_sql()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.oracle.to_sql.html)\n",
+    "- [wr.oracle.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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/3.11.0/stubs/awswrangler.redshift.connect.html)\n",
-    "- [wr.mysql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.mysql.connect.html)\n",
-    "- [wr.postgresql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.postgresql.connect.html)\n",
-    "- [wr.sqlserver.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.sqlserver.connect.html)\n",
-    "- [wr.oracle.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.oracle.connect.html)"
+    "- [wr.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.redshift.connect.html)\n",
+    "- [wr.mysql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.mysql.connect.html)\n",
+    "- [wr.postgresql.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.postgresql.connect.html)\n",
+    "- [wr.sqlserver.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.sqlserver.connect.html)\n",
+    "- [wr.oracle.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.oracle.connect.html)"
    ]
   },
   {
diff --git a/tutorials/014 - Schema Evolution.ipynb b/tutorials/014 - Schema Evolution.ipynb
index 23754cb0b..ac6f8a8fd 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/3.11.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet)\n",
-    "- [wr.s3.store_parquet_metadata()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/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/3.11.0/stubs/awswrangler.s3.to_csv.html#awswrangler.s3.to_csv)"
+    "- [wr.s3.to_parquet()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.s3.to_parquet.html#awswrangler.s3.to_parquet)\n",
+    "- [wr.s3.store_parquet_metadata()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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/3.12.0/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 78503c78c..b171a9649 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/3.11.0/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/3.12.0/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 78b5c9178..abca28594 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/3.11.0/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/3.12.0/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 96f219389..8aaecfd27 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/3.11.0/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/3.12.0/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 de33ce63c..b1d0c1126 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/3.11.0/stubs/awswrangler.data_api.redshift.connect.html)\n",
-    "- [wr.data_api.rds.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.data_api.rds.connect.html)"
+    "- [wr.data_api.redshift.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.data_api.redshift.connect.html)\n",
+    "- [wr.data_api.rds.connect()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/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/3.11.0/stubs/awswrangler.data_api.redshift.read_sql_query.html)\n",
-    "- [wr.data_api.rds.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.11.0/stubs/awswrangler.data_api.rds.read_sql_query.html)"
+    "- [wr.data_api.redshift.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.data_api.redshift.read_sql_query.html)\n",
+    "- [wr.data_api.rds.read_sql_query()](https://aws-sdk-pandas.readthedocs.io/en/3.12.0/stubs/awswrangler.data_api.rds.read_sql_query.html)"
    ]
   },
   {