Repository: moj-analytical-services/mojap-arrow-pd-parser (language: python)

Issue:
Not finding file on S3 bucket
Using version `1.3.7` getting the following error on a DAG Airflow:

```
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO - Traceback (most recent call last):
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "python_scripts/sop_land_to_raw_hist.py", line 163, in <module>
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     writer.write(df=df, output_path=reformat_path)
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "/usr/local/lib/python3.8/site-packages/arrow_pd_parser/writer.py", line 46, in write
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     return writer.write(
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "/usr/local/lib/python3.8/site-packages/arrow_pd_parser/_writers.py", line 290, in write
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     self._write(df, output_path, arrow_schema, **kwargs)
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "/usr/local/lib/python3.8/site-packages/arrow_pd_parser/_writers.py", line 328, in _write
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     written_arrow_schema = pq.read_schema(output_path)
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "/usr/local/lib/python3.8/site-packages/pyarrow/parquet.py", line 2299, in read_schema
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     return ParquetFile(where, memory_map=memory_map).schema.to_arrow_schema()
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "/usr/local/lib/python3.8/site-packages/pyarrow/parquet.py", line 230, in __init__
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -     self.reader.open(
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/_parquet.pyx", line 970, in pyarrow._parquet.ParquetReader.open
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/io.pxi", line 1611, in pyarrow.lib.get_reader
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/io.pxi", line 1602, in pyarrow.lib.get_native_file
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/io.pxi", line 896, in pyarrow.lib.OSFile.__cinit__
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/io.pxi", line 906, in pyarrow.lib.OSFile._open_readable
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/error.pxi", line 143, in pyarrow.lib.pyarrow_internal_check_status
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO -   File "pyarrow/error.pxi", line 112, in pyarrow.lib.check_status
[2023-05-12, 15:30:12 UTC] {{pod_manager.py:228}} INFO - FileNotFoundError: [Errno 2] Failed to open local file 's3://alpha-contracts-etl/v1/sop/raw-hist/pass/sop_transactional/ApExtractMar23_1683905239-1-1683905239.snappy.parquet'. Detail: [errno 2] No such file or directory
```

The file does exist though.

Speaking to others it seems using a roll-backed version works, but this indicates a fix is required for the latest version.


Discussion / hints:
This error was indeed introduced in v1.3.4. The issue is that [`pyarrow.parquet.read_schema()`](https://github.com/moj-analytical-services/mojap-arrow-pd-parser/blob/main/arrow_pd_parser/_writers.py#L328) doesn't work with S3 paths, so that's why it would never work. What it should be doing is write to a local path, test the locally written file's schema against the provided schema, and then write to S3
Similar to https://github.com/moj-analytical-services/data_linter/pull/194

Fix patch:
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 879e1da..6fa375e 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -10,6 +10,14 @@ repos:
       - id: check-ast
       - id: name-tests-test
         args: ["--django"]  # ensure test files begin 'test_'
+  - repo: https://github.com/pycqa/isort
+    rev: 5.12.0
+    hooks:
+      - id: isort
+        name: isort (python)
+        args:
+          - --profile
+          - black
   - repo: https://github.com/ambv/black
     rev: 22.3.0
     hooks:
diff --git a/arrow_pd_parser/_writers.py b/arrow_pd_parser/_writers.py
index d889847..50e1f55 100644
--- a/arrow_pd_parser/_writers.py
+++ b/arrow_pd_parser/_writers.py
@@ -9,6 +9,7 @@
 import numpy as np
 import pandas as pd
 import pyarrow as pa
+import pyarrow.fs as fs
 import pyarrow.parquet as pq
 import smart_open
 from mojap_metadata import Metadata
@@ -325,7 +326,20 @@ def _write(
             for chunk in df:
                 table = pa.Table.from_pandas(chunk, schema=arrow_schema)
                 parquet_writer.write_table(table)
-        written_arrow_schema = pq.read_schema(output_path)
+
+        if output_path.startswith("s3://"):
+            s3 = fs.S3FileSystem(
+                region=os.getenv(
+                    "AWS_REGION", os.getenv("AWS_DEFAULT_REGION", "eu-west-1")
+                )
+            )
+            pa_pth = output_path.replace("s3://", "")
+            with s3.open_input_file(pa_pth) as file:
+                written_arrow_schema = pq.read_schema(file)
+
+        else:
+            written_arrow_schema = pq.read_schema(output_path)
+
         if arrow_schema:
             mismatched_types = {}
             for i, written_col in enumerate(written_arrow_schema):
@@ -356,7 +370,6 @@ def get_writer_for_file_format(
     file_format: Union[FileFormat, str],
     writer_engine: str = None,
 ) -> DataFrameFileWriter:
-
     # Convert to enum
     if isinstance(file_format, str):
         file_format = FileFormat.from_string(file_format)
diff --git a/poetry.lock b/poetry.lock
index 68ea2af..6fb712d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,134 +1,95 @@
-[[package]]
-name = "aenum"
-version = "3.1.11"
-description = "Advanced Enumerations (compatible with Python's stdlib Enum), NamedTuples, and NamedConstants"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "aiohttp"
-version = "3.8.1"
-description = "Async http client/server framework (asyncio)"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
-attrs = ">=17.3.0"
-charset-normalizer = ">=2.0,<3.0"
-frozenlist = ">=1.1.1"
-multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
-
-[package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
-
-[[package]]
-name = "aiosignal"
-version = "1.3.1"
-description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-frozenlist = ">=1.1.0"
-
-[[package]]
-name = "asn1crypto"
-version = "1.5.1"
-description = "Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP"
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "async-timeout"
-version = "4.0.2"
-description = "Timeout context manager for asyncio programs"
-category = "main"
-optional = false
-python-versions = ">=3.6"
+# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand.
 
 [[package]]
 name = "attrs"
-version = "22.2.0"
+version = "23.1.0"
 description = "Classes Without Boilerplate"
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
+    {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
+    {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
+]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
-dev = ["attrs[docs,tests]"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope.interface"]
-tests = ["attrs[tests-no-zope]", "zope.interface"]
-tests-no-zope = ["cloudpickle", "cloudpickle", "hypothesis", "hypothesis", "mypy (>=0.971,<0.990)", "mypy (>=0.971,<0.990)", "pympler", "pympler", "pytest (>=4.3.0)", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-mypy-plugins", "pytest-xdist[psutil]", "pytest-xdist[psutil]"]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[docs,tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
 [[package]]
 name = "awswrangler"
-version = "2.19.0"
+version = "3.2.0"
 description = "Pandas on AWS."
 category = "main"
 optional = false
-python-versions = ">=3.7.1,<4.0"
-
-[package.dependencies]
-backoff = ">=1.11.1,<3.0.0"
-boto3 = ">=1.24.11,<2.0.0"
-botocore = ">=1.27.11,<2.0.0"
-gremlinpython = ">=3.5.2,<4.0.0"
-jsonpath-ng = ">=1.5.3,<2.0.0"
-numpy = {version = ">=1.21.0,<=1.23.4", markers = "python_full_version >= \"3.7.1\" and python_full_version < \"3.11.0\""}
-openpyxl = ">=3.0.0,<3.1.0"
-opensearch-py = ">=1,<3"
-pandas = ">=1.2.0,<1.5.0 || >1.5.0,<=1.5.1"
-pg8000 = ">=1.20.0,<2.0.0"
-progressbar2 = ">=4.0.0,<5.0.0"
-pyarrow = ">=2.0.0,<10.1.0"
-pymysql = ">=1.0.0,<2.0.0"
-redshift-connector = ">=2.0.889,<2.1.0"
-requests-aws4auth = ">=1.1.1,<2.0.0"
-
-[package.extras]
-deltalake = ["deltalake (>=0.6.4,<0.7.0)"]
-oracle = ["oracledb (>=1.0.0,<1.1.0)"]
-sparql = ["SPARQLWrapper (>=1.8.5,<3.0.0)"]
-sqlserver = ["pyodbc (>=4.0.32,<4.1.0)"]
-
-[[package]]
-name = "backoff"
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-description = "Function decoration for backoff and retry"
-category = "main"
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-
-[[package]]
-name = "beautifulsoup4"
-version = "4.11.2"
-description = "Screen-scraping library"
-category = "main"
-optional = false
-python-versions = ">=3.6.0"
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "awswrangler-3.2.0-py3-none-any.whl", hash = "sha256:20e838eecee1a107f8d2e1039e94c5df286bac0ba454ff2827fe416f1ad4e53e"},
+    {file = "awswrangler-3.2.0.tar.gz", hash = "sha256:96b1bb4c92a9628aad91383a0476ab3476d5c4504cae9546036c2b408501f70b"},
+]
 
 [package.dependencies]
-soupsieve = ">1.2"
+boto3 = ">=1.20.32,<2.0.0"
+botocore = ">=1.23.32,<2.0.0"
+numpy = ">=1.18,<2.0"
+packaging = ">=23.1,<24.0"
+pandas = ">=1.2.0,<1.5.0 || >1.5.0,<3.0.0"
+pyarrow = ">=7.0.0"
+typing-extensions = ">=4.4.0,<5.0.0"
 
 [package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
+deltalake = ["deltalake (>=0.6.4,<0.10.0)"]
+gremlin = ["gremlinpython (>=3.6.2,<4.0.0)", "requests (>=2.0.0,<3.0.0)"]
+modin = ["modin (>=0.20.1,<0.21.0)"]
+mysql = ["pymysql (>=1.0.0,<2.0.0)"]
+opencypher = ["requests (>=2.0.0,<3.0.0)"]
+openpyxl = ["openpyxl (>=3.0.0,<4.0.0)"]
+opensearch = ["jsonpath-ng (>=1.5.3,<2.0.0)", "opensearch-py (>=2.0.0,<3.0.0)", "requests-aws4auth (>=1.1.1,<2.0.0)"]
+oracle = ["oracledb (>=1.0.0,<2.0.0)"]
+postgres = ["pg8000 (>=1.29.0,<2.0.0)"]
+progressbar = ["progressbar2 (>=4.0.0,<5.0.0)"]
+ray = ["ray[data,default] (>=2.0.0,<2.5.0)"]
+redshift = ["redshift-connector (>=2.0.0,<3.0.0)"]
+sparql = ["SPARQLWrapper (>=2.0.0,<3.0.0)", "requests (>=2.0.0,<3.0.0)"]
+sqlserver = ["pyodbc (>=4.0.0,<5.0.0)"]
 
 [[package]]
 name = "black"
-version = "23.1.0"
+version = "23.3.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "black-23.3.0-cp310-cp310-macosx_10_16_arm64.whl", hash = "sha256:0945e13506be58bf7db93ee5853243eb368ace1c08a24c65ce108986eac65915"},
+    {file = "black-23.3.0-cp310-cp310-macosx_10_16_universal2.whl", hash = "sha256:67de8d0c209eb5b330cce2469503de11bca4085880d62f1628bd9972cc3366b9"},
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+    {file = "black-23.3.0-cp310-cp310-win_amd64.whl", hash = "sha256:35d1381d7a22cc5b2be2f72c7dfdae4072a3336060635718cc7e1ede24221d6c"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_arm64.whl", hash = "sha256:a8a968125d0a6a404842fa1bf0b349a568634f856aa08ffaff40ae0dfa52e7c6"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_universal2.whl", hash = "sha256:c7ab5790333c448903c4b721b59c0d80b11fe5e9803d8703e84dcb8da56fec1b"},
+    {file = "black-23.3.0-cp311-cp311-macosx_10_16_x86_64.whl", hash = "sha256:a6f6886c9869d4daae2d1715ce34a19bbc4b95006d20ed785ca00fa03cba312d"},
+    {file = "black-23.3.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f3c333ea1dd6771b2d3777482429864f8e258899f6ff05826c3a4fcc5ce3f70"},
+    {file = "black-23.3.0-cp311-cp311-win_amd64.whl", hash = "sha256:11c410f71b876f961d1de77b9699ad19f939094c3a677323f43d7a29855fe326"},
+    {file = "black-23.3.0-cp37-cp37m-macosx_10_16_x86_64.whl", hash = "sha256:1d06691f1eb8de91cd1b322f21e3bfc9efe0c7ca1f0e1eb1db44ea367dff656b"},
+    {file = "black-23.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:50cb33cac881766a5cd9913e10ff75b1e8eb71babf4c7104f2e9c52da1fb7de2"},
+    {file = "black-23.3.0-cp37-cp37m-win_amd64.whl", hash = "sha256:e114420bf26b90d4b9daa597351337762b63039752bdf72bf361364c1aa05925"},
+    {file = "black-23.3.0-cp38-cp38-macosx_10_16_arm64.whl", hash = "sha256:48f9d345675bb7fbc3dd85821b12487e1b9a75242028adad0333ce36ed2a6d27"},
+    {file = "black-23.3.0-cp38-cp38-macosx_10_16_universal2.whl", hash = "sha256:714290490c18fb0126baa0fca0a54ee795f7502b44177e1ce7624ba1c00f2331"},
+    {file = "black-23.3.0-cp38-cp38-macosx_10_16_x86_64.whl", hash = "sha256:064101748afa12ad2291c2b91c960be28b817c0c7eaa35bec09cc63aa56493c5"},
+    {file = "black-23.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:562bd3a70495facf56814293149e51aa1be9931567474993c7942ff7d3533961"},
+    {file = "black-23.3.0-cp38-cp38-win_amd64.whl", hash = "sha256:e198cf27888ad6f4ff331ca1c48ffc038848ea9f031a3b40ba36aced7e22f2c8"},
+    {file = "black-23.3.0-cp39-cp39-macosx_10_16_arm64.whl", hash = "sha256:3238f2aacf827d18d26db07524e44741233ae09a584273aa059066d644ca7b30"},
+    {file = "black-23.3.0-cp39-cp39-macosx_10_16_universal2.whl", hash = "sha256:f0bd2f4a58d6666500542b26354978218a9babcdc972722f4bf90779524515f3"},
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+    {file = "black-23.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a150542a204124ed00683f0db1f5cf1c2aaaa9cc3495b7a3b5976fb136090ab"},
+    {file = "black-23.3.0-cp39-cp39-win_amd64.whl", hash = "sha256:6b39abdfb402002b8a7d030ccc85cf5afff64ee90fa4c5aebc531e3ad0175ddb"},
+    {file = "black-23.3.0-py3-none-any.whl", hash = "sha256:ec751418022185b0c1bb7d7736e6933d40bbb14c14a0abcf9123d1b159f98dd4"},
+    {file = "black-23.3.0.tar.gz", hash = "sha256:1c7b8d606e728a41ea1ccbd7264677e494e87cf630e399262ced92d4a8dac940"},
+]
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -147,14 +108,18 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.26.64"
+version = "1.26.152"
 description = "The AWS SDK for Python"
 category = "main"
 optional = false
 python-versions = ">= 3.7"
+files = [
+    {file = "boto3-1.26.152-py3-none-any.whl", hash = "sha256:a2778c5729d3dc0b3688c9f0d103543d7ec5ff44a4fd0e84d0d542e2dff05e62"},
+    {file = "boto3-1.26.152.tar.gz", hash = "sha256:ee0b8f8d238d4e1cf50fa6a185e4e066955b6105e9838a80b1b6582cd327dfdf"},
+]
 
 [package.dependencies]
-botocore = ">=1.29.64,<1.30.0"
+botocore = ">=1.29.152,<1.30.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.6.0,<0.7.0"
 
@@ -163,11 +128,15 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.29.64"
+version = "1.29.152"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = false
 python-versions = ">= 3.7"
+files = [
+    {file = "botocore-1.29.152-py3-none-any.whl", hash = "sha256:02a3205cc8579d4be6d537e63d72aebbf3f70f3aedcf40b3cae9dc2e24c774d0"},
+    {file = "botocore-1.29.152.tar.gz", hash = "sha256:f6319ecdbe3d325878f837cac2874e461b4d90691bb2d2186f980bce3b3cfcc8"},
+]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
@@ -179,11 +148,92 @@ crt = ["awscrt (==0.16.9)"]
 
 [[package]]
 name = "certifi"
-version = "2022.12.7"
+version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
+    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
+]
+
+[[package]]
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 [[package]]
 name = "cfgv"
@@ -192,17 +242,95 @@ description = "Validate configuration and produce human readable error messages.
 category = "dev"
 optional = false
 python-versions = ">=3.6.1"
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+category = "dev"
 optional = false
-python-versions = ">=3.6.0"
-
-[package.extras]
-unicode-backport = ["unicodedata2"]
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+]
 
 [[package]]
 name = "click"
@@ -211,6 +339,10 @@ description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.3-py3-none-any.whl", hash = "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"},
+    {file = "click-8.1.3.tar.gz", hash = "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e"},
+]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
@@ -222,41 +354,87 @@ description = "Cross-platform colored terminal text."
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
+[[package]]
+name = "cryptography"
+version = "41.0.1"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
+docstest = ["pyenchant (>=1.6.11)", "sphinxcontrib-spelling (>=4.0.1)", "twine (>=1.12.0)"]
+nox = ["nox"]
+pep8test = ["black", "check-sdist", "mypy", "ruff"]
+sdist = ["build"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dataengineeringutils3"
-version = "1.4.2"
+version = "1.4.3"
 description = "Data engineering utils Python 3 version"
 category = "main"
 optional = false
 python-versions = ">=3.7,<4"
+files = [
+    {file = "dataengineeringutils3-1.4.3-py3-none-any.whl", hash = "sha256:899913b8de85373df78e7a23ad3b3d54a703e109bca6e2c43a734af6ed593ff5"},
+    {file = "dataengineeringutils3-1.4.3.tar.gz", hash = "sha256:ebdbbfd53a4305633f6522fce20f304a5502f236264f6c65a9aa68fe4b15fce5"},
+]
 
 [package.dependencies]
 boto3 = ">=1.24.11,<2.0.0"
 Deprecated = ">=1.2.12,<2.0.0"
 PyYAML = ">=6.0,<7.0"
 
-[[package]]
-name = "decorator"
-version = "5.1.1"
-description = "Decorators for Humans"
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "deprecated"
-version = "1.2.13"
+version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
+    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest (<5)", "PyTest-Cov", "PyTest-Cov (<2.6)", "bump2version (<1)", "configparser (<5)", "importlib-metadata (<3)", "importlib-resources (<4)", "sphinx (<2)", "sphinxcontrib-websupport (<2)", "tox", "zipp (<2)"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
 [[package]]
 name = "distlib"
@@ -265,37 +443,41 @@ description = "Distribution utilities"
 category = "dev"
 optional = false
 python-versions = "*"
-
-[[package]]
-name = "et-xmlfile"
-version = "1.1.0"
-description = "An implementation of lxml.xmlfile for the standard library"
-category = "main"
-optional = false
-python-versions = ">=3.6"
+files = [
+    {file = "distlib-0.3.6-py2.py3-none-any.whl", hash = "sha256:f35c4b692542ca110de7ef0bea44d73981caeb34ca0b9b6b2e6d7790dda8f80e"},
+    {file = "distlib-0.3.6.tar.gz", hash = "sha256:14bad2d9b04d3a36127ac97f30b12a19268f211063d8f8ee4f47108896e11b46"},
+]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.0"
+version = "1.1.1"
 description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "exceptiongroup-1.1.1-py3-none-any.whl", hash = "sha256:232c37c63e4f682982c8b6459f33a8981039e5fb8756b2074364e5055c498c9e"},
+    {file = "exceptiongroup-1.1.1.tar.gz", hash = "sha256:d484c3090ba2889ae2928419117447a14daf3c1231d5e30d0aae34f354f01785"},
+]
 
 [package.extras]
 test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.9.0"
+version = "3.12.2"
 description = "A platform independent file lock."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "filelock-3.12.2-py3-none-any.whl", hash = "sha256:cbb791cdea2a72f23da6ac5b5269ab0a0d161e9ef0100e653b69049a7706d1ec"},
+    {file = "filelock-3.12.2.tar.gz", hash = "sha256:002740518d8aa59a26b0c76e10fb8c6e15eae825d34b6fdf670333fd7b938d81"},
+]
 
 [package.extras]
-docs = ["furo (>=2022.12.7)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.5)"]
-testing = ["covdefaults (>=2.2.2)", "coverage (>=7.0.1)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-timeout (>=2.1)"]
+docs = ["furo (>=2023.5.20)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "diff-cover (>=7.5)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)", "pytest-timeout (>=2.1)"]
 
 [[package]]
 name = "flake8"
@@ -304,45 +486,27 @@ description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+files = [
+    {file = "flake8-3.9.2-py2.py3-none-any.whl", hash = "sha256:bf8fd333346d844f616e8d47905ef3a3384edae6b4e9beb0c5101e25e3110907"},
+    {file = "flake8-3.9.2.tar.gz", hash = "sha256:07528381786f2a6237b061f6e96610a4167b226cb926e2aa2b6b1d78057c576b"},
+]
 
 [package.dependencies]
 mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.7.0,<2.8.0"
 pyflakes = ">=2.3.0,<2.4.0"
 
-[[package]]
-name = "frozenlist"
-version = "1.3.3"
-description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "gremlinpython"
-version = "3.6.2"
-description = "Gremlin-Python for Apache TinkerPop"
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-aenum = ">=1.4.5,<4.0.0"
-aiohttp = ">=3.8.0,<=3.8.1"
-isodate = ">=0.6.0,<1.0.0"
-nest-asyncio = "*"
-
-[package.extras]
-kerberos = ["kerberos (>=1.3.0,<2.0.0)"]
-ujson = ["ujson (>=2.0.0)"]
-
 [[package]]
 name = "identify"
-version = "2.5.17"
+version = "2.5.24"
 description = "File identification library for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "identify-2.5.24-py2.py3-none-any.whl", hash = "sha256:986dbfb38b1140e763e413e6feb44cd731faf72d1909543178aa79b0e258265d"},
+    {file = "identify-2.5.24.tar.gz", hash = "sha256:0aac67d5b4812498056d28a9a512a483f5085cc28640b02b258a59dac34301d4"},
+]
 
 [package.extras]
 license = ["ukkonen"]
@@ -351,17 +515,25 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
+files = [
+    {file = "idna-3.4-py3-none-any.whl", hash = "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"},
+    {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
+]
 
 [[package]]
 name = "importlib-resources"
-version = "5.10.2"
+version = "5.12.0"
 description = "Read resources from Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "importlib_resources-5.12.0-py3-none-any.whl", hash = "sha256:7b1deeebbf351c7578e09bf2f63fa2ce8b5ffec296e0d349139d43cca061a81a"},
+    {file = "importlib_resources-5.12.0.tar.gz", hash = "sha256:4be82589bf5c1d7999aedf2a45159d10cb3ca4f19b2271f8792bc8e6da7b22f6"},
+]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
@@ -377,17 +549,28 @@ description = "brain-dead simple config-ini parsing"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
+    {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
+]
 
 [[package]]
-name = "isodate"
-version = "0.6.1"
-description = "An ISO 8601 date/time/duration parser and formatter"
-category = "main"
+name = "jinja2"
+version = "3.1.2"
+description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+files = [
+    {file = "Jinja2-3.1.2-py3-none-any.whl", hash = "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"},
+    {file = "Jinja2-3.1.2.tar.gz", hash = "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852"},
+]
 
 [package.dependencies]
-six = "*"
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jmespath"
@@ -396,19 +579,10 @@ description = "JSON Matching Expressions"
 category = "main"
 optional = false
 python-versions = ">=3.7"
-
-[[package]]
-name = "jsonpath-ng"
-version = "1.5.3"
-description = "A final implementation of JSONPath for Python that aims to be standard compliant, including arithmetic and binary comparison operators and providing clear AST for metaprogramming."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-decorator = "*"
-ply = "*"
-six = "*"
+files = [
+    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
 
 [[package]]
 name = "jsonschema"
@@ -417,6 +591,10 @@ description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
+    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -429,18 +607,64 @@ format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validat
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
 [[package]]
-name = "lxml"
-version = "4.9.2"
-description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
-category = "main"
+name = "markupsafe"
+version = "2.1.3"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*"
-
-[package.extras]
-cssselect = ["cssselect (>=0.7)"]
-html5 = ["html5lib"]
-htmlsoup = ["BeautifulSoup4"]
-source = ["Cython (>=0.29.7)"]
+python-versions = ">=3.7"
+files = [
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 [[package]]
 name = "mccabe"
@@ -449,14 +673,22 @@ description = "McCabe checker, plugin for flake8"
 category = "dev"
 optional = false
 python-versions = "*"
+files = [
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+]
 
 [[package]]
 name = "mojap-metadata"
-version = "1.11.1"
+version = "1.12.2"
 description = "A python package to manage metadata"
 category = "main"
 optional = false
-python-versions = ">=3.8,<3.11"
+python-versions = ">=3.8,<4"
+files = [
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+]
 
 [package.dependencies]
 dataengineeringutils3 = ">=1.4.0"
@@ -468,16 +700,54 @@ PyYAML = ">=5.4.1"
 [package.extras]
 arrow = ["pyarrow (>=3.0.0)"]
 etl-manager = ["etl-manager (>=7.4,<8.0)"]
-glue = ["pydbtools (>=5.3.0,<6.0.0)"]
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 [[package]]
-name = "multidict"
-version = "6.0.4"
-description = "multidict implementation"
-category = "main"
+name = "moto"
+version = "4.1.11"
+description = ""
+category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
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+botocore = ">=1.12.201"
+cryptography = ">=3.3.1"
+Jinja2 = ">=2.10.1"
+python-dateutil = ">=2.1,<3.0.0"
+requests = ">=2.5"
+responses = ">=0.13.0"
+werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1"
+xmltodict = "*"
+
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+appsync = ["graphql-core"]
+awslambda = ["docker (>=3.0.0)"]
+batch = ["docker (>=3.0.0)"]
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+cognitoidp = ["ecdsa (!=0.15)", "python-jose[cryptography] (>=3.1.0,<4.0.0)"]
+ds = ["sshpubkeys (>=3.1.0)"]
+dynamodb = ["docker (>=3.0.0)", "py-partiql-parser (==0.3.3)"]
+dynamodbstreams = ["docker (>=3.0.0)", "py-partiql-parser (==0.3.3)"]
+ebs = ["sshpubkeys (>=3.1.0)"]
+ec2 = ["sshpubkeys (>=3.1.0)"]
+efs = ["sshpubkeys (>=3.1.0)"]
+eks = ["sshpubkeys (>=3.1.0)"]
+glue = ["pyparsing (>=3.0.7)"]
+iotdata = ["jsondiff (>=1.1.2)"]
+route53resolver = ["sshpubkeys (>=3.1.0)"]
+s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.3.3)"]
+server = ["PyYAML (>=5.1)", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "ecdsa (!=0.15)", "flask (!=2.2.0,!=2.2.1)", "flask-cors", "graphql-core", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.2.8)", "py-partiql-parser (==0.3.3)", "pyparsing (>=3.0.7)", "python-jose[cryptography] (>=3.1.0,<4.0.0)", "setuptools", "sshpubkeys (>=3.1.0)"]
+ssm = ["PyYAML (>=5.1)"]
+xray = ["aws-xray-sdk (>=0.93,!=0.96)", "setuptools"]
 
 [[package]]
 name = "mypy-extensions"
@@ -486,90 +756,142 @@ description = "Type system extensions for programs checked with the mypy type ch
 category = "dev"
 optional = false
 python-versions = ">=3.5"
-
-[[package]]
-name = "nest-asyncio"
-version = "1.5.6"
-description = "Patch asyncio to allow nested event loops"
-category = "main"
-optional = false
-python-versions = ">=3.5"
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 name = "nodeenv"
-version = "1.7.0"
+version = "1.8.0"
 description = "Node.js virtual environment builder"
 category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*"
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 [package.dependencies]
 setuptools = "*"
 
 [[package]]
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-version = "1.23.4"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.24.3"
+description = "Fundamental package for array computing in Python"
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 optional = false
 python-versions = ">=3.8"
-
-[[package]]
-name = "openpyxl"
-version = "3.0.10"
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-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-et-xmlfile = "*"
-
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-
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 ]
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 pytz = ">=2020.1"
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 [package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+all = ["PyQt5 (>=5.15.1)", "SQLAlchemy (>=1.4.16)", "beautifulsoup4 (>=4.9.3)", "bottleneck (>=1.3.2)", "brotlipy (>=0.7.0)", "fastparquet (>=0.6.3)", "fsspec (>=2021.07.0)", "gcsfs (>=2021.07.0)", "html5lib (>=1.1)", "hypothesis (>=6.34.2)", "jinja2 (>=3.0.0)", "lxml (>=4.6.3)", "matplotlib (>=3.6.1)", "numba (>=0.53.1)", "numexpr (>=2.7.3)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pandas-gbq (>=0.15.0)", "psycopg2 (>=2.8.6)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.2)", "pytest (>=7.0.0)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)", "python-snappy (>=0.6.0)", "pyxlsb (>=1.0.8)", "qtpy (>=2.2.0)", "s3fs (>=2021.08.0)", "scipy (>=1.7.1)", "tables (>=3.6.1)", "tabulate (>=0.8.9)", "xarray (>=0.21.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)", "zstandard (>=0.15.2)"]
+aws = ["s3fs (>=2021.08.0)"]
+clipboard = ["PyQt5 (>=5.15.1)", "qtpy (>=2.2.0)"]
+compression = ["brotlipy (>=0.7.0)", "python-snappy (>=0.6.0)", "zstandard (>=0.15.2)"]
+computation = ["scipy (>=1.7.1)", "xarray (>=0.21.0)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pyxlsb (>=1.0.8)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)"]
+feather = ["pyarrow (>=7.0.0)"]
+fss = ["fsspec (>=2021.07.0)"]
+gcp = ["gcsfs (>=2021.07.0)", "pandas-gbq (>=0.15.0)"]
+hdf5 = ["tables (>=3.6.1)"]
+html = ["beautifulsoup4 (>=4.9.3)", "html5lib (>=1.1)", "lxml (>=4.6.3)"]
+mysql = ["SQLAlchemy (>=1.4.16)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.0.0)", "tabulate (>=0.8.9)"]
+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.2)", "numba (>=0.53.1)", "numexpr (>=2.7.1)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.16)", "psycopg2 (>=2.8.6)"]
+spss = ["pyreadstat (>=1.1.2)"]
+sql-other = ["SQLAlchemy (>=1.4.16)"]
+test = ["hypothesis (>=6.34.2)", "pytest (>=7.0.0)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.6.3)"]
 
 [[package]]
 name = "parameterized"
@@ -578,29 +900,25 @@ description = "Parameterized testing with any Python test framework"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "parameterized-0.7.5-py2.py3-none-any.whl", hash = "sha256:b36f709fcfd9e8c144c1374b16a40fc0b5984efe93e41d53e6d228ae2a1540c5"},
+    {file = "parameterized-0.7.5.tar.gz", hash = "sha256:b5e6af67b9e49485e30125b1c8f031ffa81a265ca08bfa73f31551bf03cf68c4"},
+]
 
 [package.extras]
 dev = ["jinja2"]
 
 [[package]]
 name = "pathspec"
-version = "0.11.0"
+version = "0.11.1"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
-
-[[package]]
-name = "pg8000"
-version = "1.29.4"
-description = "PostgreSQL interface library"
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-python-dateutil = ">=2.8.2"
-scramp = ">=1.4.3"
+files = [
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+    {file = "pathspec-0.11.1.tar.gz", hash = "sha256:2798de800fa92780e33acca925945e9a19a133b715067cf165b8866c15a31687"},
+]
 
 [[package]]
 name = "pkgutil-resolve-name"
@@ -609,18 +927,26 @@ description = "Resolve a name to an object."
 category = "main"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "pkgutil_resolve_name-1.3.10-py3-none-any.whl", hash = "sha256:ca27cc078d25c5ad71a9de0a7a330146c4e014c2462d9af19c6b828280649c5e"},
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+]
 
 [[package]]
 name = "platformdirs"
-version = "2.6.2"
+version = "3.5.3"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "platformdirs-3.5.3-py3-none-any.whl", hash = "sha256:0ade98a4895e87dc51d47151f7d2ec290365a585151d97b4d8d6312ed6132fed"},
+    {file = "platformdirs-3.5.3.tar.gz", hash = "sha256:e48fabd87db8f3a7df7150a4a5ea22c546ee8bc39bc2473244730d4b56d2cc4e"},
+]
 
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-test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
+docs = ["furo (>=2023.5.20)", "proselint (>=0.13)", "sphinx (>=7.0.1)", "sphinx-autodoc-typehints (>=1.23,!=1.23.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest-cov (>=4.1)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -629,19 +955,15 @@ description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
+files = [
+    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
+    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
-[[package]]
-name = "ply"
-version = "3.11"
-description = "Python Lex & Yacc"
-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "pre-commit"
 version = "2.21.0"
@@ -649,6 +971,10 @@ description = "A framework for managing and maintaining multi-language pre-commi
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "pre_commit-2.21.0-py2.py3-none-any.whl", hash = "sha256:e2f91727039fc39a92f58a588a25b87f936de6567eed4f0e673e0507edc75bad"},
+    {file = "pre_commit-2.21.0.tar.gz", hash = "sha256:31ef31af7e474a8d8995027fefdfcf509b5c913ff31f2015b4ec4beb26a6f658"},
+]
 
 [package.dependencies]
 cfgv = ">=2.0.0"
@@ -657,28 +983,40 @@ nodeenv = ">=0.11.1"
 pyyaml = ">=5.1"
 virtualenv = ">=20.10.0"
 
-[[package]]
-name = "progressbar2"
-version = "4.2.0"
-description = "A Python Progressbar library to provide visual (yet text based) progress to long running operations."
-category = "main"
-optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-python-utils = ">=3.0.0"
-
-[package.extras]
-docs = ["sphinx (>=1.8.5)"]
-tests = ["flake8 (>=3.7.7)", "freezegun (>=0.3.11)", "pytest (>=4.6.9)", "pytest-cov (>=2.6.1)", "pytest-mypy", "sphinx (>=1.8.5)"]
-
 [[package]]
 name = "pyarrow"
-version = "10.0.1"
+version = "12.0.0"
 description = "Python library for Apache Arrow"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 numpy = ">=1.16.6"
@@ -690,6 +1028,22 @@ description = "Python style guide checker"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+    {file = "pycodestyle-2.7.0.tar.gz", hash = "sha256:c389c1d06bf7904078ca03399a4816f974a1d590090fecea0c63ec26ebaf1cef"},
+]
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
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+]
 
 [[package]]
 name = "pyflakes"
@@ -698,18 +1052,10 @@ description = "passive checker of Python programs"
 category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
-[[package]]
-name = "pymysql"
-version = "1.0.2"
-description = "Pure Python MySQL Driver"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-ed25519 = ["PyNaCl (>=1.4.0)"]
-rsa = ["cryptography"]
+files = [
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+]
 
 [[package]]
 name = "pyrsistent"
@@ -718,17 +1064,49 @@ description = "Persistent/Functional/Immutable data structures"
 category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+    {file = "pyrsistent-0.19.3.tar.gz", hash = "sha256:1a2994773706bbb4995c31a97bc94f1418314923bd1048c6d964837040376440"},
+]
 
 [[package]]
 name = "pytest"
-version = "7.2.1"
+version = "7.3.2"
 description = "pytest: simple powerful testing with Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "pytest-7.3.2-py3-none-any.whl", hash = "sha256:cdcbd012c9312258922f8cd3f1b62a6580fdced17db6014896053d47cddf9295"},
+    {file = "pytest-7.3.2.tar.gz", hash = "sha256:ee990a3cc55ba808b80795a79944756f315c67c12b56abd3ac993a7b8c17030b"},
+]
 
 [package.dependencies]
-attrs = ">=19.2.0"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
@@ -737,7 +1115,7 @@ pluggy = ">=0.12,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
 [[package]]
 name = "python-dateutil"
@@ -746,30 +1124,25 @@ description = "Extensions to the standard Python datetime module"
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
 
 [package.dependencies]
 six = ">=1.5"
 
-[[package]]
-name = "python-utils"
-version = "3.4.5"
-description = "Python Utils is a module with some convenient utilities not included with the standard Python install"
-category = "main"
-optional = false
-python-versions = ">3.6.0"
-
-[package.extras]
-docs = ["mock", "python-utils", "sphinx"]
-loguru = ["loguru"]
-tests = ["flake8", "loguru", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mypy", "sphinx", "types-setuptools"]
-
 [[package]]
 name = "pytz"
-version = "2022.7.1"
+version = "2023.3"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
 python-versions = "*"
+files = [
+    {file = "pytz-2023.3-py2.py3-none-any.whl", hash = "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"},
+    {file = "pytz-2023.3.tar.gz", hash = "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588"},
+]
 
 [[package]]
 name = "pyyaml"
@@ -778,69 +1151,103 @@ description = "YAML parser and emitter for Python"
 category = "main"
 optional = false
 python-versions = ">=3.6"
-
-[[package]]
-name = "redshift-connector"
-version = "2.0.910"
-description = "Redshift interface library"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-beautifulsoup4 = ">=4.7.0,<5.0.0"
-boto3 = ">=1.9.201,<2.0.0"
-botocore = ">=1.12.201,<2.0.0"
-lxml = ">=4.6.5"
-packaging = "*"
-pytz = ">=2020.1"
-requests = ">=2.23.0,<3.0.0"
-scramp = ">=1.2.0,<1.5.0"
-setuptools = "*"
-
-[package.extras]
-full = ["numpy", "pandas"]
+files = [
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+]
 
 [[package]]
 name = "requests"
-version = "2.28.2"
+version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
+category = "dev"
 optional = false
-python-versions = ">=3.7, <4"
+python-versions = ">=3.7"
+files = [
+    {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
+    {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
+]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
 charset-normalizer = ">=2,<4"
 idna = ">=2.5,<4"
-urllib3 = ">=1.21.1,<1.27"
+urllib3 = ">=1.21.1,<3"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
-name = "requests-aws4auth"
-version = "1.2.2"
-description = "AWS4 authentication for Requests"
-category = "main"
+name = "responses"
+version = "0.23.1"
+description = "A utility library for mocking out the `requests` Python library."
+category = "dev"
 optional = false
-python-versions = ">=3.3"
+python-versions = ">=3.7"
+files = [
+    {file = "responses-0.23.1-py3-none-any.whl", hash = "sha256:8a3a5915713483bf353b6f4079ba8b2a29029d1d1090a503c70b0dc5d9d0c7bd"},
+    {file = "responses-0.23.1.tar.gz", hash = "sha256:c4d9aa9fc888188f0c673eff79a8dadbe2e75b7fe879dc80a221a06e0a68138f"},
+]
 
 [package.dependencies]
-requests = "*"
-six = "*"
+pyyaml = "*"
+requests = ">=2.22.0,<3.0"
+types-PyYAML = "*"
+urllib3 = ">=1.25.10"
 
 [package.extras]
-httpx = ["httpx"]
+tests = ["coverage (>=6.0.0)", "flake8", "mypy", "pytest (>=7.0.0)", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "tomli", "tomli-w", "types-requests"]
 
 [[package]]
 name = "s3transfer"
-version = "0.6.0"
+version = "0.6.1"
 description = "An Amazon S3 Transfer Manager"
 category = "main"
 optional = false
 python-versions = ">= 3.7"
+files = [
+    {file = "s3transfer-0.6.1-py3-none-any.whl", hash = "sha256:3c0da2d074bf35d6870ef157158641178a4204a6e689e82546083e31e0311346"},
+    {file = "s3transfer-0.6.1.tar.gz", hash = "sha256:640bb492711f4c0c0905e1f62b6aaeb771881935ad27884852411f8e9cacbca9"},
+]
 
 [package.dependencies]
 botocore = ">=1.12.36,<2.0a.0"
@@ -848,28 +1255,21 @@ botocore = ">=1.12.36,<2.0a.0"
 [package.extras]
 crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 
-[[package]]
-name = "scramp"
-version = "1.4.4"
-description = "An implementation of the SCRAM protocol."
-category = "main"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-asn1crypto = ">=1.5.1"
-
 [[package]]
 name = "setuptools"
-version = "67.1.0"
+version = "67.8.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "setuptools-67.8.0-py3-none-any.whl", hash = "sha256:5df61bf30bb10c6f756eb19e7c9f3b473051f48db77fddbe06ff2ca307df9a6f"},
+    {file = "setuptools-67.8.0.tar.gz", hash = "sha256:62642358adc77ffa87233bc4d2354c4b2682d214048f500964dbe760ccedf102"},
+]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-ruff", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -879,6 +1279,10 @@ description = "Python 2 and 3 compatibility utilities"
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
 
 [[package]]
 name = "smart-open"
@@ -887,6 +1291,10 @@ description = "Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storag
 category = "main"
 optional = false
 python-versions = ">=3.6,<4.0"
+files = [
+    {file = "smart_open-5.2.1-py3-none-any.whl", hash = "sha256:71d14489da58b60ce12fc3ecb823facc59a8b23cd1b58edb97175640350d3a62"},
+    {file = "smart_open-5.2.1.tar.gz", hash = "sha256:75abf758717a92a8f53aa96953f0c245c8cedf8e1e4184903db3659b419d4c17"},
+]
 
 [package.extras]
 all = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage", "requests"]
@@ -897,14 +1305,6 @@ s3 = ["boto3"]
 test = ["azure-common", "azure-core", "azure-storage-blob", "boto3", "google-cloud-storage", "moto[server] (==1.3.14)", "parameterizedtestcase", "paramiko", "pathlib2", "pytest", "pytest-rerunfailures", "requests", "responses"]
 webhdfs = ["requests"]
 
-[[package]]
-name = "soupsieve"
-version = "2.3.2.post1"
-description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "toml"
 version = "0.10.2"
@@ -912,6 +1312,10 @@ description = "Python Library for Tom's Obvious, Minimal Language"
 category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
 
 [[package]]
 name = "tomli"
@@ -920,22 +1324,58 @@ description = "A lil' TOML parser"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
+files = [
+    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
+    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+]
+
+[[package]]
+name = "types-pyyaml"
+version = "6.0.12.10"
+description = "Typing stubs for PyYAML"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "types-PyYAML-6.0.12.10.tar.gz", hash = "sha256:ebab3d0700b946553724ae6ca636ea932c1b0868701d4af121630e78d695fc97"},
+    {file = "types_PyYAML-6.0.12.10-py3-none-any.whl", hash = "sha256:662fa444963eff9b68120d70cda1af5a5f2aa57900003c2006d7626450eaae5f"},
+]
 
 [[package]]
 name = "typing-extensions"
-version = "4.4.0"
+version = "4.6.3"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
+
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
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+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
 
 [[package]]
 name = "urllib3"
-version = "1.26.14"
+version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
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+    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
+]
 
 [package.extras]
 brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
@@ -944,989 +1384,176 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.17.1"
+version = "20.23.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
+files = [
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+    {file = "virtualenv-20.23.0.tar.gz", hash = "sha256:a85caa554ced0c0afbd0d638e7e2d7b5f92d23478d05d17a76daeac8f279f924"},
+]
 
 [package.dependencies]
 distlib = ">=0.3.6,<1"
-filelock = ">=3.4.1,<4"
-platformdirs = ">=2.4,<3"
+filelock = ">=3.11,<4"
+platformdirs = ">=3.2,<4"
+
+[package.extras]
+docs = ["furo (>=2023.3.27)", "proselint (>=0.13)", "sphinx (>=6.1.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=22.12)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.3)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.3.1)", "pytest-env (>=0.8.1)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.10)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=67.7.1)", "time-machine (>=2.9)"]
+
+[[package]]
+name = "werkzeug"
+version = "2.3.6"
+description = "The comprehensive WSGI web application library."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
 
 [package.extras]
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+watchdog = ["watchdog (>=2.3)"]
 
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 name = "wrapt"
-version = "1.14.1"
+version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
 category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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-    {file = "yarl-1.8.2.tar.gz", hash = "sha256:49d43402c6e3013ad0978602bf6bf5328535c48d192304b91b97a3c6790b1562"},
-]
-zipp = [
-    {file = "zipp-3.12.1-py3-none-any.whl", hash = "sha256:6c4fe274b8f85ec73c37a8e4e3fa00df9fb9335da96fb789e3b96b318e5097b3"},
-    {file = "zipp-3.12.1.tar.gz", hash = "sha256:a3cac813d40993596b39ea9e93a18e8a2076d5c378b8bc88ec32ab264e04ad02"},
-]
+content-hash = "0bb2ce19fcdb4149e0701088bca7ebbcb768adee488972958444e838c632bc92"
diff --git a/pyproject.toml b/pyproject.toml
index dba6f2d..293ca1a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -34,6 +34,7 @@ black = ">=21.8b0"
 yamllint = ">=1.26.3"
 toml = "^0.10.2"
 pre-commit = "^2.19.0"
+moto = ">=3.1.6"
 
 [build-system]
 requires = ["poetry>=0.12"]


Test patch:
diff --git a/tests/test_writer_api.py b/tests/test_writer_api.py
index d7c5c9e..d645d2b 100644
--- a/tests/test_writer_api.py
+++ b/tests/test_writer_api.py
@@ -1,9 +1,17 @@
+import io
 import logging
 import os
 import tempfile
+from contextlib import contextmanager
+from pathlib import Path
 
+import awswrangler as wr
+import boto3
 import pytest
-from arrow_pd_parser import reader, writer
+from dataengineeringutils3.s3 import s3_path_to_bucket_key
+from moto import mock_s3
+
+from arrow_pd_parser import _writers, reader, writer
 from arrow_pd_parser._writers import (
     ArrowCsvWriter,
     ArrowParquetWriter,
@@ -75,6 +83,49 @@
 invalid_engines = ["spark", "dplyr"]
 
 
+class MockS3FilesystemReadInputStream:
+    @staticmethod
+    @contextmanager
+    def open_input_stream(s3_file_path_in: str) -> io.BytesIO:
+        s3_resource = boto3.resource("s3")
+        bucket, key = s3_path_to_bucket_key(s3_file_path_in)
+        obj_bytes = s3_resource.Object(bucket, key).get()["Body"].read()
+        obj_io_bytes = io.BytesIO(obj_bytes)
+        try:
+            yield obj_io_bytes
+        finally:
+            obj_io_bytes.close()
+
+    @staticmethod
+    @contextmanager
+    def open_input_file(s3_file_path_in: str):
+        s3_client = boto3.client("s3")
+        bucket, key = s3_path_to_bucket_key(s3_file_path_in)
+        tmp_file = tempfile.NamedTemporaryFile(suffix=Path(key).suffix)
+        s3_client.download_file(bucket, key, tmp_file.name)
+        yield tmp_file.name
+
+
+def mock_get_file(*args, **kwargs):
+    return MockS3FilesystemReadInputStream()
+
+
+class MockParquetWriter:
+    def __enter__(self, *args, **kwargs):
+        return self
+
+    def __exit__(self, *args, **kwargs):
+        return self
+
+    @staticmethod
+    def write_table(*args, **kwargs):
+        pass
+
+
+def mock_write_table(*args, **kwargs):
+    return MockParquetWriter()
+
+
 @pytest.mark.parametrize("data_format, expected_class", test_default_file_types_writer)
 class Test_get_default_writer:
     def test_get_default_writer_type_from_file_format(
@@ -222,3 +273,26 @@ def test_no_error_when_write_local_path_not_exist(data_format):
         out_file = os.path.join(tmp_dir, file_path)
 
     writer.write(df, out_file)
+
+
+@mock_s3
+def test_read_parquet_schema_on_write_to_s3(df_all_types, monkeypatch):
+    s3_client = boto3.client("s3")
+
+    _ = s3_client.create_bucket(
+        Bucket="my-bucket",
+        CreateBucketConfiguration={"LocationConstraint": "eu-west-1"},
+    )
+
+    with tempfile.NamedTemporaryFile(suffix=".snappy.parquet") as tmp:
+        writer.write(df_all_types, tmp.name)
+        schema = _writers.pq.read_schema(tmp.name)
+        output_path = f"s3://my-bucket/{Path(tmp.name).name}"
+        wr.s3.upload(tmp.name, output_path)
+
+    _ = monkeypatch.setattr(_writers.fs, "S3FileSystem", mock_get_file)
+    _ = monkeypatch.setattr(_writers.pq, "ParquetWriter", mock_write_table)
+
+    _ = _writers.ArrowParquetWriter()._write(
+        df=iter([df_all_types]), output_path=output_path, arrow_schema=schema
+    )