From 29a88c5a1dd46cd352c5f298f1be0c1525d8bebe Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Sat, 7 Oct 2023 16:48:16 -0400
Subject: [PATCH 1/7] add ability to do list comprehensions in stream map
 expressions

---
 singer_sdk/mapper.py      | 27 ++++++++++++++++++++++++++-
 tests/core/test_mapper.py | 35 +++++++++++++++++++++++++++++++++++
 2 files changed, 61 insertions(+), 1 deletion(-)

diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index f705ac5da..9b56d5089 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -54,6 +54,27 @@ def md5(string: str) -> str:
     return hashlib.md5(string.encode("utf-8")).hexdigest()  # noqa: S324
 
 
+def compound_eval(
+        expr: str, 
+        operators: t.Dict[str, t.Callable[[dict], dict | None]] = None, 
+        functions: t.Dict[str, t.Callable[[dict], dict | None]] = None, 
+        names=t.Dict[str, t.Any]
+        ) -> t.Union[str, int, float, t.List, t.Set, t.Dict]:
+    """Evaluate inline maps using the `EvalWithCompoundTypes` class
+    
+    Args:
+        expr: expression to evaluate
+        operators: dictionary of operators and the functions they map to in the evaluation context
+        functions: dictionary of function names and definitions available in the evaluation context
+        names: dictionary of variable names available in the evaluation context
+    
+    Returns:
+        result of the evaluated expression
+    """
+    s = simpleeval.EvalWithCompoundTypes(operators=operators, functions=functions, names=names)
+    return s.eval(expr)
+
+
 StreamMapsDict: TypeAlias = t.Dict[str, t.Union[str, dict, None]]
 
 
@@ -296,6 +317,7 @@ def functions(self) -> dict[str, t.Callable]:
         funcs: dict[str, t.Any] = simpleeval.DEFAULT_FUNCTIONS.copy()
         funcs["md5"] = md5
         funcs["datetime"] = datetime
+        funcs["bool"] = bool
         return funcs
 
     def _eval(
@@ -325,7 +347,7 @@ def _eval(
             # Allow access to original property value if applicable
             names["self"] = record[property_name]
         try:
-            result: str | int | float = simpleeval.simple_eval(
+            result: str | int | float = compound_eval(
                 expr,
                 functions=self.functions,
                 names=names,
@@ -374,6 +396,9 @@ def _eval_type(
         if expr.startswith("str("):
             return th.StringType()
 
+        if expr.startswith("bool("):
+            return th.BooleanType()
+        
         return th.StringType() if expr[0] == "'" and expr[-1] == "'" else default
 
     def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index abc517260..2afcb59b4 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -28,6 +28,8 @@
     PropertiesList,
     Property,
     StringType,
+    BooleanType,
+    OneOf,
 )
 
 if t.TYPE_CHECKING:
@@ -56,6 +58,14 @@ def sample_catalog_dict() -> dict:
         Property("the", StringType),
         Property("brown", StringType),
     ).to_dict()
+    nested_jellybean_schema = PropertiesList(
+        Property("id", IntegerType),
+        Property("custom_fields", 
+                 ArrayType(ObjectType(
+                     Property("id", IntegerType), 
+                     Property("value", OneOf(StringType, IntegerType, BooleanType))))
+        )
+    ).to_dict()
     return {
         "streams": [
             {
@@ -68,6 +78,11 @@ def sample_catalog_dict() -> dict:
                 "tap_stream_id": "foobars",
                 "schema": foobars_schema,
             },
+            {
+                "stream": "nested_jellybean",
+                "tap_stream_id": "nested_jellybean",
+                "schema": nested_jellybean_schema
+            }
         ],
     }
 
@@ -110,6 +125,10 @@ def sample_stream():
             {"the": "quick"},
             {"brown": "fox"},
         ],
+        "nested_jellybean": [
+            {"id": 123, "custom_fields": [{"id": 1, "value": "abc"}, {"id": 2, "value": 1212}, {"id": 3, "value": None}]},
+            {"id": 124, "custom_fields": [{"id": 1, "value": "foo"}, {"id": 2, "value": 9009}, {"id": 3, "value": True}]}
+        ],
     }
 
 
@@ -129,6 +148,12 @@ def transform_stream_maps():
             "int_test": "int('0')",
             "__else__": None,
         },
+        "nested_jellybean": {
+            "custom_fields": "__NULL__",
+            "custom_field_1": 'dict([(x["id"], x["value"]) for x in custom_fields]).get(1)',
+            "custom_field_2": 'int(dict([(x["id"], x["value"]) for x in custom_fields]).get(2)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(2) else None',
+            "custom_field_3": 'bool(dict([(x["id"], x["value"]) for x in custom_fields]).get(3)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(3) else None',
+        }
     }
 
 
@@ -185,6 +210,10 @@ def transformed_result(stream_map_config):
             {"the": "quick"},
             {"brown": "fox"},
         ],
+        "nested_jellybean": [
+        {"id": 123, "custom_field_1": "abc", "custom_field_2": 1212, "custom_field_3": None},
+        {"id": 124, "custom_field_1": "foo", "custom_field_2": 9009, "custom_field_3": True}
+        ],
     }
 
 
@@ -204,6 +233,12 @@ def transformed_schemas():
             Property("the", StringType),
             Property("brown", StringType),
         ).to_dict(),
+        "nested_jellybean": PropertiesList(
+            Property("id", IntegerType),
+            Property("custom_field_1", StringType),
+            Property("custom_field_2", IntegerType),
+            Property("custom_field_3", BooleanType)
+        ).to_dict()
     }
 
 

From 9f29633919f0e19a30fb581dfa4b86c86712769a Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Mon, 9 Oct 2023 00:15:06 -0400
Subject: [PATCH 2/7] parse expressions only once

---
 poetry.lock                       | 600 +++++++++++++++++++++++++-
 pyproject.toml                    |   1 +
 singer_sdk/helpers/_simpleeval.py | 679 ------------------------------
 singer_sdk/mapper.py              |  67 +--
 tests/core/test_mapper.py         |  60 ++-
 tests/core/test_simpleeval.py     |   4 +-
 6 files changed, 678 insertions(+), 733 deletions(-)
 delete mode 100644 singer_sdk/helpers/_simpleeval.py

diff --git a/poetry.lock b/poetry.lock
index e8c2693c9..b79bd28e7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,9 +1,10 @@
-# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
 version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -15,6 +16,7 @@ files = [
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -22,10 +24,29 @@ files = [
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
 ]
 
+[[package]]
+name = "argcomplete"
+version = "3.1.2"
+description = "Bash tab completion for argparse"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "argcomplete-3.1.2-py3-none-any.whl", hash = "sha256:d97c036d12a752d1079f190bc1521c545b941fda89ad85d15afa909b4d1b9a99"},
+    {file = "argcomplete-3.1.2.tar.gz", hash = "sha256:d5d1e5efd41435260b8f85673b74ea2e883affcbec9f4230c582689e8e78251b"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=0.23,<7", markers = "python_version < \"3.8\""}
+
+[package.extras]
+test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
+
 [[package]]
 name = "arrow"
 version = "1.2.3"
 description = "Better dates & times for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -41,6 +62,7 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -62,6 +84,7 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "babel"
 version = "2.12.1"
 description = "Internationalization utilities"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -76,6 +99,7 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
+category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -87,6 +111,7 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
+category = "main"
 optional = true
 python-versions = ">=3.6.0"
 files = [
@@ -105,6 +130,7 @@ lxml = ["lxml"]
 name = "binaryornot"
 version = "0.4.4"
 description = "Ultra-lightweight pure Python package to check if a file is binary or text."
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -119,6 +145,7 @@ chardet = ">=3.0.2"
 name = "boto3"
 version = "1.28.52"
 description = "The AWS SDK for Python"
+category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -138,6 +165,7 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 name = "botocore"
 version = "1.31.52"
 description = "Low-level, data-driven core of boto 3."
+category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -157,6 +185,7 @@ crt = ["awscrt (==0.16.26)"]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -168,6 +197,7 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -244,6 +274,7 @@ pycparser = "*"
 name = "chardet"
 version = "5.2.0"
 description = "Universal encoding detector for Python 3"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -255,6 +286,7 @@ files = [
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -339,6 +371,7 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -354,6 +387,7 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -361,10 +395,57 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "commitizen"
+version = "3.9.0"
+description = "Python commitizen client tool"
+category = "dev"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "commitizen-3.9.0-py3-none-any.whl", hash = "sha256:ae6a525a0acdb65437e7ba0cf4714dfb3c5f528316a0bbf4368f8e537432f815"},
+    {file = "commitizen-3.9.0.tar.gz", hash = "sha256:36630bea53a35bc2c578346d516ca6b9870f13c7e009c68265e2f098423de2a2"},
+]
+
+[package.dependencies]
+argcomplete = ">=1.12.1,<3.2"
+charset-normalizer = ">=2.1.0,<4"
+colorama = ">=0.4.1,<0.5.0"
+decli = ">=0.6.0,<0.7.0"
+importlib_metadata = ">=4.13,<7"
+jinja2 = ">=2.10.3"
+packaging = ">=19"
+pyyaml = ">=3.08"
+questionary = ">=1.4.0,<2.0.0"
+termcolor = ">=1.1,<3"
+tomlkit = ">=0.5.3,<1.0.0"
+typing-extensions = {version = ">=4.0.1,<5.0.0", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "commitizen-version-bump"
+version = "0.1.0"
+description = "Commitizen customized for Meltano projects (https://commitizen-tools.github.io/commitizen/customization)"
+category = "dev"
+optional = false
+python-versions = "^3.7"
+files = []
+develop = false
+
+[package.dependencies]
+commitizen = ">=3.0.0,<4.0.0"
+PyGithub = "^1.57"
+
+[package.source]
+type = "git"
+url = "https://github.com/meltano/commitizen-version-bump.git"
+reference = "main"
+resolved_reference = "32fa072821bff397466b55be2abda62bd93e6a8d"
+
 [[package]]
 name = "cookiecutter"
 version = "2.4.0"
 description = "A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -386,6 +467,7 @@ rich = "*"
 name = "coverage"
 version = "7.2.7"
 description = "Code coverage measurement for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -461,6 +543,7 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -502,10 +585,41 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "decli"
+version = "0.6.1"
+description = "Minimal, easy-to-use, declarative cli tool"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "decli-0.6.1-py3-none-any.whl", hash = "sha256:7815ac58617764e1a200d7cadac6315fcaacc24d727d182f9878dd6378ccf869"},
+    {file = "decli-0.6.1.tar.gz", hash = "sha256:ed88ccb947701e8e5509b7945fda56e150e2ac74a69f25d47ac85ef30ab0c0f0"},
+]
+
+[[package]]
+name = "deprecated"
+version = "1.2.14"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+category = "dev"
+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-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+
 [[package]]
 name = "docutils"
 version = "0.19"
 description = "Docutils -- Python Documentation Utilities"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -517,6 +631,7 @@ files = [
 name = "duckdb"
 version = "0.9.0"
 description = "DuckDB embedded database"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -565,6 +680,7 @@ files = [
 name = "duckdb-engine"
 version = "0.9.2"
 description = "SQLAlchemy driver for duckdb"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -580,6 +696,7 @@ sqlalchemy = ">=1.3.22"
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -594,6 +711,7 @@ test = ["pytest (>=6)"]
 name = "fs"
 version = "2.4.16"
 description = "Python's filesystem abstraction layer"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -613,6 +731,7 @@ scandir = ["scandir (>=1.5,<2.0)"]
 name = "fs-s3fs"
 version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -629,6 +748,7 @@ six = ">=1.10,<2.0"
 name = "furo"
 version = "2023.3.27"
 description = "A clean customisable Sphinx documentation theme."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -646,6 +766,7 @@ sphinx-basic-ng = "*"
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
+category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -719,6 +840,7 @@ test = ["objgraph", "psutil"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -730,6 +852,7 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
+category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -741,6 +864,7 @@ files = [
 name = "importlib-metadata"
 version = "6.7.0"
 description = "Read metadata from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -761,6 +885,7 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -779,6 +904,7 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "inflection"
 version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
+category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -790,6 +916,7 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -801,6 +928,7 @@ files = [
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -818,6 +946,7 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -829,6 +958,7 @@ files = [
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -840,6 +970,7 @@ files = [
 name = "jsonpath-ng"
 version = "1.6.0"
 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 = "*"
 files = [
@@ -854,6 +985,7 @@ ply = "*"
 name = "jsonschema"
 version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -877,6 +1009,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "livereload"
 version = "2.6.3"
 description = "Python LiveReload is an awesome tool for web developers"
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -892,6 +1025,7 @@ tornado = {version = "*", markers = "python_version > \"2.7\""}
 name = "markdown-it-py"
 version = "2.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -917,6 +1051,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -976,6 +1111,7 @@ files = [
 name = "mdit-py-plugins"
 version = "0.3.5"
 description = "Collection of plugins for markdown-it-py"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -995,6 +1131,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1006,16 +1143,102 @@ files = [
 name = "memoization"
 version = "0.4.0"
 description = "A powerful caching library for Python, with TTL support and multiple algorithm options. (https://github.com/lonelyenvoy/python-memoization)"
+category = "main"
 optional = false
 python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 files = [
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+
 [[package]]
 name = "mypy"
 version = "1.4.1"
 description = "Optional static typing for Python"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1063,6 +1286,7 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1074,6 +1298,7 @@ files = [
 name = "myst-parser"
 version = "1.0.0"
 description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1101,6 +1326,7 @@ testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,
 name = "numpy"
 version = "1.21.6"
 description = "NumPy is the fundamental package for array computing with Python."
+category = "dev"
 optional = false
 python-versions = ">=3.7,<3.11"
 files = [
@@ -1141,6 +1367,7 @@ files = [
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
+category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1178,6 +1405,7 @@ files = [
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1189,6 +1417,7 @@ files = [
 name = "pendulum"
 version = "2.1.2"
 description = "Python datetimes made easy"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1223,6 +1452,7 @@ pytzdata = ">=2020.1"
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1234,6 +1464,7 @@ files = [
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1252,6 +1483,7 @@ testing = ["pytest", "pytest-benchmark"]
 name = "ply"
 version = "3.11"
 description = "Python Lex & Yacc"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1260,9 +1492,10 @@ files = [
 ]
 
 [[package]]
-name = "py-cpuinfo"
-version = "9.0.0"
-description = "Get CPU info with pure Python"
+name = "prompt-toolkit"
+version = "3.0.39"
+description = "Library for building powerful interactive command lines in Python"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1274,6 +1507,7 @@ files = [
 name = "pyarrow"
 version = "12.0.1"
 description = "Python library for Apache Arrow"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1311,6 +1545,7 @@ numpy = ">=1.16.6"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1318,10 +1553,29 @@ files = [
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 ]
 
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+category = "dev"
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+python-versions = ">=3.7"
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+
+[package.dependencies]
+deprecated = "*"
+pyjwt = {version = ">=2.4.0", extras = ["crypto"]}
+pynacl = ">=1.4.0"
+requests = ">=2.14.0"
+
 [[package]]
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1336,6 +1590,7 @@ plugins = ["importlib-metadata"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1352,10 +1607,38 @@ dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.4.0)", "pre-commit", "pyte
 docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"]
 tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 
+[[package]]
+name = "pynacl"
+version = "1.5.0"
+description = "Python binding to the Networking and Cryptography (NaCl) library"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "PyNaCl-1.5.0-cp36-abi3-macosx_10_10_universal2.whl", hash = "sha256:401002a4aaa07c9414132aaed7f6836ff98f59277a234704ff66878c2ee4a0d1"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.manylinux_2_24_aarch64.whl", hash = "sha256:52cb72a79269189d4e0dc537556f4740f7f0a9ec41c1322598799b0bdad4ef92"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a36d4a9dda1f19ce6e03c9a784a2921a4b726b02e1c736600ca9c22029474394"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.manylinux_2_24_x86_64.whl", hash = "sha256:0c84947a22519e013607c9be43706dd42513f9e6ae5d39d3613ca1e142fba44d"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:06b8f6fa7f5de8d5d2f7573fe8c863c051225a27b61e6860fd047b1775807858"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:a422368fc821589c228f4c49438a368831cb5bbc0eab5ebe1d7fac9dded6567b"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:61f642bf2378713e2c2e1de73444a3778e5f0a38be6fee0fe532fe30060282ff"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-win32.whl", hash = "sha256:e46dae94e34b085175f8abb3b0aaa7da40767865ac82c928eeb9e57e1ea8a543"},
+    {file = "PyNaCl-1.5.0-cp36-abi3-win_amd64.whl", hash = "sha256:20f42270d27e1b6a29f54032090b972d97f0a1b0948cc52392041ef7831fee93"},
+    {file = "PyNaCl-1.5.0.tar.gz", hash = "sha256:8ac7448f09ab85811607bdd21ec2464495ac8b7c66d146bf545b0f08fb9220ba"},
+]
+
+[package.dependencies]
+cffi = ">=1.4.1"
+
+[package.extras]
+docs = ["sphinx (>=1.6.5)", "sphinx-rtd-theme"]
+tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
+
 [[package]]
 name = "pyrsistent"
 version = "0.19.3"
 description = "Persistent/Functional/Immutable data structures"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1392,6 +1675,7 @@ files = [
 name = "pytest"
 version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1435,6 +1719,7 @@ histogram = ["pygal", "pygaljs"]
 name = "pytest-durations"
 version = "1.2.0"
 description = "Pytest plugin reporting fixtures and test functions execution time."
+category = "main"
 optional = true
 python-versions = ">=3.6.2"
 files = [
@@ -1449,6 +1734,7 @@ pytest = ">=4.6"
 name = "pytest-snapshot"
 version = "0.9.0"
 description = "A plugin for snapshot testing with pytest."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1463,6 +1749,7 @@ pytest = ">=3.0.0"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1477,6 +1764,7 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "0.21.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1491,6 +1779,7 @@ cli = ["click (>=5.0)"]
 name = "python-slugify"
 version = "8.0.1"
 description = "A Python slugify application that also handles Unicode"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1508,6 +1797,7 @@ unidecode = ["Unidecode (>=1.1.1)"]
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
+category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1519,6 +1809,7 @@ files = [
 name = "pytzdata"
 version = "2020.1"
 description = "The Olson timezone database for Python."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1530,6 +1821,7 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
+category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1585,10 +1877,46 @@ files = [
     {file = "PyYAML-6.0.1.tar.gz", hash = "sha256:bfdf460b1736c775f2ba9f6a92bca30bc2095067b8a9d77876d1fad6cc3b4a43"},
 ]
 
+[[package]]
+name = "questionary"
+version = "1.10.0"
+description = "Python library to build pretty command line user prompts ⭐️"
+category = "dev"
+optional = false
+python-versions = ">=3.6,<4.0"
+files = [
+    {file = "questionary-1.10.0-py3-none-any.whl", hash = "sha256:fecfcc8cca110fda9d561cb83f1e97ecbb93c613ff857f655818839dac74ce90"},
+    {file = "questionary-1.10.0.tar.gz", hash = "sha256:600d3aefecce26d48d97eee936fdb66e4bc27f934c3ab6dd1e292c4f43946d90"},
+]
+
+[package.dependencies]
+prompt_toolkit = ">=2.0,<4.0"
+
+[package.extras]
+docs = ["Sphinx (>=3.3,<4.0)", "sphinx-autobuild (>=2020.9.1,<2021.0.0)", "sphinx-autodoc-typehints (>=1.11.1,<2.0.0)", "sphinx-copybutton (>=0.3.1,<0.4.0)", "sphinx-rtd-theme (>=0.5.0,<0.6.0)"]
+
+[[package]]
+name = "referencing"
+version = "0.8.9"
+description = "JSON Referencing + Python"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "referencing-0.8.9-py2.py3-none-any.whl", hash = "sha256:d144e834a707652a488c4d8b29949a4f7ece7526ea8c889d8d881bebee72bb6d"},
+    {file = "referencing-0.8.9.tar.gz", hash = "sha256:2c0bc673a26fa0939d9f0a6bc8b0975f573b6f1fed14b42ee7597a766d4ec416"},
+]
+
+[package.dependencies]
+attrs = "*"
+pyrsistent = "*"
+yarl = "*"
+
 [[package]]
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1610,6 +1938,7 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-mock"
 version = "1.11.0"
 description = "Mock out responses from the requests package"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1629,6 +1958,7 @@ test = ["fixtures", "mock", "purl", "pytest", "requests-futures", "sphinx", "tes
 name = "rich"
 version = "13.5.3"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1648,6 +1978,7 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "s3transfer"
 version = "0.6.2"
 description = "An Amazon S3 Transfer Manager"
+category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -1665,6 +1996,7 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "setuptools"
 version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1677,10 +2009,23 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-g
 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]]
+name = "simpleeval"
+version = "0.9.13"
+description = "A simple, safe single expression evaluator library."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "simpleeval-0.9.13-py2.py3-none-any.whl", hash = "sha256:22a2701a5006e4188d125d34accf2405c2c37c93f6b346f2484b6422415ae54a"},
+    {file = "simpleeval-0.9.13.tar.gz", hash = "sha256:4a30f9cc01825fe4c719c785e3762623e350c4840d5e6855c2a8496baaa65fac"},
+]
+
 [[package]]
 name = "simplejson"
 version = "3.19.2"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
+category = "main"
 optional = false
 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1788,6 +2133,7 @@ files = [
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -1799,6 +2145,7 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
+category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -1810,6 +2157,7 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1821,6 +2169,7 @@ files = [
 name = "sphinx"
 version = "5.3.0"
 description = "Python documentation generator"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1856,6 +2205,7 @@ test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
 name = "sphinx-autobuild"
 version = "2021.3.14"
 description = "Rebuild Sphinx documentation on changes, with live-reload in the browser."
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1875,6 +2225,7 @@ test = ["pytest", "pytest-cov"]
 name = "sphinx-basic-ng"
 version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1892,6 +2243,7 @@ docs = ["furo", "ipython", "myst-parser", "sphinx-copybutton", "sphinx-inline-ta
 name = "sphinx-copybutton"
 version = "0.5.2"
 description = "Add a copy button to each of your code cells."
+category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1910,6 +2262,7 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 name = "sphinx-inline-tabs"
 version = "2023.4.21"
 description = "Add inline tabbed content to your Sphinx documentation."
+category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -1928,6 +2281,7 @@ test = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "sphinx-reredirects"
 version = "0.1.2"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1942,6 +2296,7 @@ sphinx = "*"
 name = "sphinxcontrib-applehelp"
 version = "1.0.2"
 description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books"
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1957,6 +2312,7 @@ test = ["pytest"]
 name = "sphinxcontrib-devhelp"
 version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -1972,6 +2328,7 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
+category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -1987,6 +2344,7 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2001,6 +2359,7 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2016,6 +2375,7 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
+category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2031,6 +2391,7 @@ test = ["pytest"]
 name = "sqlalchemy"
 version = "2.0.21"
 description = "Database Abstraction Library"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2114,10 +2475,26 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
+[[package]]
+name = "termcolor"
+version = "2.3.0"
+description = "ANSI color formatting for output in terminal"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "termcolor-2.3.0-py3-none-any.whl", hash = "sha256:3afb05607b89aed0ffe25202399ee0867ad4d3cb4180d98aaf8eefa6a5f7d475"},
+    {file = "termcolor-2.3.0.tar.gz", hash = "sha256:b5b08f68937f138fe92f6c089b99f1e2da0ae56c52b78bf7075fd95420fd9a5a"},
+]
+
+[package.extras]
+tests = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "text-unidecode"
 version = "1.3"
 description = "The most basic Text::Unidecode port"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2129,6 +2506,7 @@ files = [
 name = "time-machine"
 version = "2.10.0"
 description = "Travel through time in your tests."
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2195,6 +2573,7 @@ python-dateutil = "*"
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2202,10 +2581,23 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
+[[package]]
+name = "tomlkit"
+version = "0.12.1"
+description = "Style preserving TOML library"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tomlkit-0.12.1-py3-none-any.whl", hash = "sha256:712cbd236609acc6a3e2e97253dfc52d4c2082982a88f61b640ecf0817eab899"},
+    {file = "tomlkit-0.12.1.tar.gz", hash = "sha256:38e1ff8edb991273ec9f6181244a6a391ac30e9f5098e7535640ea6be97a7c86"},
+]
+
 [[package]]
 name = "tornado"
 version = "6.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -2226,6 +2618,7 @@ files = [
 name = "typed-ast"
 version = "1.5.5"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
+category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2276,6 +2669,7 @@ files = [
 name = "types-jsonschema"
 version = "4.17.0.10"
 description = "Typing stubs for jsonschema"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2287,6 +2681,7 @@ files = [
 name = "types-python-dateutil"
 version = "2.8.19.14"
 description = "Typing stubs for python-dateutil"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2298,6 +2693,7 @@ files = [
 name = "types-pytz"
 version = "2023.3.1.1"
 description = "Typing stubs for pytz"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2309,6 +2705,7 @@ files = [
 name = "types-pyyaml"
 version = "6.0.12.12"
 description = "Typing stubs for PyYAML"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2320,6 +2717,7 @@ files = [
 name = "types-requests"
 version = "2.31.0.6"
 description = "Typing stubs for requests"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2334,6 +2732,7 @@ types-urllib3 = "*"
 name = "types-simplejson"
 version = "3.19.0.2"
 description = "Typing stubs for simplejson"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2345,6 +2744,7 @@ files = [
 name = "types-urllib3"
 version = "1.26.25.14"
 description = "Typing stubs for urllib3"
+category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2356,6 +2756,7 @@ files = [
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2367,6 +2768,7 @@ files = [
 name = "urllib3"
 version = "1.26.17"
 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 = [
@@ -2379,10 +2781,108 @@ brotli = ["brotli (==1.0.9)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotl
 secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
+[[package]]
+name = "wcwidth"
+version = "0.2.6"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "wcwidth-0.2.6-py2.py3-none-any.whl", hash = "sha256:795b138f6875577cd91bba52baf9e445cd5118fd32723b460e30a0af30ea230e"},
+    {file = "wcwidth-0.2.6.tar.gz", hash = "sha256:a5220780a404dbe3353789870978e472cfe477761f06ee55077256e509b156d0"},
+]
+
+[[package]]
+name = "wrapt"
+version = "1.15.0"
+description = "Module for decorators, wrappers and monkey patching."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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+    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
+
 [[package]]
 name = "zipp"
 version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2429,4 +3019,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.7.1,<4"
-content-hash = "ed32d2c7223d26e4562494c0e37680ae344a7eba60917445bb5a4bd5adbc0129"
+content-hash = "b1e49eacb32e9a38016d024dc71b58408c92b2a41c5b6c0de7f935b9449f91c0"
diff --git a/pyproject.toml b/pyproject.toml
index a6049f8c6..a5ac28188 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -79,6 +79,7 @@ fs-s3fs = {version = ">=1.1.1", optional = true}
 # Testing dependencies installed as optional 'testing' extras
 pytest = {version=">=7.2.1", optional = true}
 pytest-durations = {version = ">=1.2.0", optional = true}
+simpleeval = "^0.9.13"
 
 [tool.poetry.extras]
 docs = [
diff --git a/singer_sdk/helpers/_simpleeval.py b/singer_sdk/helpers/_simpleeval.py
deleted file mode 100644
index c3fb41c3f..000000000
--- a/singer_sdk/helpers/_simpleeval.py
+++ /dev/null
@@ -1,679 +0,0 @@
-"""
-Simpleeval module originally imported on 2021-09-16 from:
-- https://github.com/danthedeckie/simpleeval
-
-For more information: 
-- https://gitlab.com/meltano/sdk/-/issues/213
-
--------------------------------------
-SimpleEval - (C) 2013-2019 Daniel Fairhead
--------------------------------------
-
-An short, easy to use, safe and reasonably extensible expression evaluator.
-Designed for things like in a website where you want to allow the user to
-generate a string, or a number from some other input, without allowing full
-eval() or other unsafe or needlessly complex linguistics.
-
--------------------------------------
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in
-all copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
-THE SOFTWARE.
-
--------------------------------------
-
-Initial idea copied from J.F. Sebastian on Stack Overflow
-( http://stackoverflow.com/a/9558001/1973500 ) with
-modifications and many improvements.
-
--------------------------------------
-Contributors:
-- corro (Robin Baumgartner) (py3k)
-- dratchkov (David R) (nested dicts)
-- marky1991 (Mark Young) (slicing)
-- T045T (Nils Berg) (!=, py3kstr, obj.
-- perkinslr (Logan Perkins) (.__globals__ or .func_ breakouts)
-- impala2 (Kirill Stepanov) (massive _eval refactor)
-- gk (ugik) (Other iterables than str can DOS too, and can be made)
-- daveisfera (Dave Johansen) 'not' Boolean op, Pycharm, pep8, various other fixes
-- xaled (Khalid Grandi) method chaining correctly, double-eval bugfix.
-- EdwardBetts (Edward Betts) spelling correction.
-- charlax (Charles-Axel Dein charlax) Makefile and cleanups
-- mommothazaz123 (Andrew Zhu) f"string" support, Python 3.8 support
-- lubieowoce (Uryga) various potential vulnerabilities
-- JCavallo (Jean Cavallo) names dict shouldn't be modified
-- Birne94 (Daniel Birnstiel) for fixing leaking generators.
-- patricksurry (Patrick Surry) or should return last value, even if falsy.
-- shughes-uk (Samantha Hughes) python w/o 'site' should not fail to import.
-
--------------------------------------
-Basic Usage:
-
->>> s = SimpleEval()
->>> s.eval("20 + 30")
-50
-
-You can add your own functions easily too:
-
-if file.txt contents is "11"
-
->>> def get_file():
-...     with open("file.txt", 'r') as f:
-...         return f.read()
-
->>> s.functions["get_file"] = get_file
->>> s.eval("int(get_file()) + 31")
-42
-
-For more information, see the full package documentation on pypi, or the github
-repo.
-
------------
-
-If you don't need to re-use the evaluator (with it's names, functions, etc),
-then you can use the simple_eval() function:
-
->>> simple_eval("21 + 19")
-40
-
-You can pass names, operators and functions to the simple_eval function as
-well:
-
->>> simple_eval("40 + two", names={"two": 2})
-42
-
-"""
-# flake8: noqa  # Ignoring flake errors in imported module
-# isort: dont-add-imports
-
-import ast
-import operator as op
-import sys
-import warnings
-from random import random
-
-PYTHON3 = sys.version_info[0] == 3
-
-########################################
-# Module wide 'globals'
-
-MAX_STRING_LENGTH = 100000
-MAX_COMPREHENSION_LENGTH = 10000
-MAX_POWER = 4000000  # highest exponent
-DISALLOW_PREFIXES = ["_", "func_"]
-DISALLOW_METHODS = ["format", "format_map", "mro"]
-
-# Disallow functions:
-# This, strictly speaking, is not necessary.  These /should/ never be accessable anyway,
-# if DISALLOW_PREFIXES and DISALLOW_METHODS are all right.  This is here to try and help
-# people not be stupid.  Allowing these functions opens up all sorts of holes - if any of
-# their functionality is required, then please wrap them up in a safe container.  And think
-# very hard about it first.  And don't say I didn't warn you.
-# builtins is a dict in python >3.6 but a module before
-DISALLOW_FUNCTIONS = {type, isinstance, eval, getattr, setattr, repr, compile, open}
-if hasattr(__builtins__, "help") or (
-    hasattr(__builtins__, "__contains__") and "help" in __builtins__
-):
-    # PyInstaller environment doesn't include this module.
-    DISALLOW_FUNCTIONS.add(help)
-
-
-if PYTHON3:
-    exec("DISALLOW_FUNCTIONS.add(exec)")  # exec is not a function in Python2...
-
-
-########################################
-# Exceptions:
-
-
-class InvalidExpression(Exception):
-    """ Generic Exception """
-
-    pass
-
-
-class FunctionNotDefined(InvalidExpression):
-    """ sorry! That function isn't defined! """
-
-    def __init__(self, func_name, expression):
-        self.message = "Function '{0}' not defined," " for expression '{1}'.".format(
-            func_name, expression
-        )
-        setattr(self, "func_name", func_name)  # bypass 2to3 confusion.
-        self.expression = expression
-
-        # pylint: disable=bad-super-call
-        super(InvalidExpression, self).__init__(self.message)
-
-
-class NameNotDefined(InvalidExpression):
-    """ a name isn't defined. """
-
-    def __init__(self, name, expression):
-        self.name = name
-        self.message = "'{0}' is not defined for expression '{1}'".format(
-            name, expression
-        )
-        self.expression = expression
-
-        # pylint: disable=bad-super-call
-        super(InvalidExpression, self).__init__(self.message)
-
-
-class AttributeDoesNotExist(InvalidExpression):
-    """attribute does not exist"""
-
-    def __init__(self, attr, expression):
-        self.message = "Attribute '{0}' does not exist in expression '{1}'".format(
-            attr, expression
-        )
-        self.attr = attr
-        self.expression = expression
-
-
-class FeatureNotAvailable(InvalidExpression):
-    """ What you're trying to do is not allowed. """
-
-    pass
-
-
-class NumberTooHigh(InvalidExpression):
-    """Sorry! That number is too high. I don't want to spend the
-    next 10 years evaluating this expression!"""
-
-    pass
-
-
-class IterableTooLong(InvalidExpression):
-    """ That iterable is **way** too long, baby. """
-
-    pass
-
-
-class AssignmentAttempted(UserWarning):
-    pass
-
-
-########################################
-# Default simple functions to include:
-
-
-def random_int(top):
-    """ return a random int below <top> """
-
-    return int(random() * top)
-
-
-def safe_power(a, b):  # pylint: disable=invalid-name
-    """ a limited exponent/to-the-power-of function, for safety reasons """
-
-    if abs(a) > MAX_POWER or abs(b) > MAX_POWER:
-        raise NumberTooHigh("Sorry! I don't want to evaluate {0} ** {1}".format(a, b))
-    return a ** b
-
-
-def safe_mult(a, b):  # pylint: disable=invalid-name
-    """ limit the number of times an iterable can be repeated... """
-
-    if hasattr(a, "__len__") and b * len(a) > MAX_STRING_LENGTH:
-        raise IterableTooLong("Sorry, I will not evalute something that long.")
-    if hasattr(b, "__len__") and a * len(b) > MAX_STRING_LENGTH:
-        raise IterableTooLong("Sorry, I will not evalute something that long.")
-
-    return a * b
-
-
-def safe_add(a, b):  # pylint: disable=invalid-name
-    """ iterable length limit again """
-
-    if hasattr(a, "__len__") and hasattr(b, "__len__"):
-        if len(a) + len(b) > MAX_STRING_LENGTH:
-            raise IterableTooLong(
-                "Sorry, adding those two together would" " make something too long."
-            )
-    return a + b
-
-
-########################################
-# Defaults for the evaluator:
-
-DEFAULT_OPERATORS = {
-    ast.Add: safe_add,
-    ast.Sub: op.sub,
-    ast.Mult: safe_mult,
-    ast.Div: op.truediv,
-    ast.FloorDiv: op.floordiv,
-    ast.Pow: safe_power,
-    ast.Mod: op.mod,
-    ast.Eq: op.eq,
-    ast.NotEq: op.ne,
-    ast.Gt: op.gt,
-    ast.Lt: op.lt,
-    ast.GtE: op.ge,
-    ast.LtE: op.le,
-    ast.Not: op.not_,
-    ast.USub: op.neg,
-    ast.UAdd: op.pos,
-    ast.In: lambda x, y: op.contains(y, x),
-    ast.NotIn: lambda x, y: not op.contains(y, x),
-    ast.Is: lambda x, y: x is y,
-    ast.IsNot: lambda x, y: x is not y,
-}
-
-DEFAULT_FUNCTIONS = {
-    "rand": random,
-    "randint": random_int,
-    "int": int,
-    "float": float,
-    "str": str if PYTHON3 else unicode,  # type: ignore  # 'unicode' not defined
-}
-
-DEFAULT_NAMES = {"True": True, "False": False, "None": None}
-
-ATTR_INDEX_FALLBACK = True
-
-
-########################################
-# And the actual evaluator:
-
-
-class SimpleEval(object):  # pylint: disable=too-few-public-methods
-    """A very simple expression parser.
-    >>> s = SimpleEval()
-    >>> s.eval("20 + 30 - ( 10 * 5)")
-    0
-    """
-
-    expr = ""
-
-    def __init__(self, operators=None, functions=None, names=None):
-        """
-        Create the evaluator instance.  Set up valid operators (+,-, etc)
-        functions (add, random, get_val, whatever) and names."""
-
-        if not operators:
-            operators = DEFAULT_OPERATORS.copy()
-        if not functions:
-            functions = DEFAULT_FUNCTIONS.copy()
-        if not names:
-            names = DEFAULT_NAMES.copy()
-
-        self.operators = operators
-        self.functions = functions
-        self.names = names
-
-        self.nodes = {
-            ast.Expr: self._eval_expr,
-            ast.Assign: self._eval_assign,
-            ast.AugAssign: self._eval_aug_assign,
-            ast.Import: self._eval_import,
-            ast.Num: self._eval_num,
-            ast.Str: self._eval_str,
-            ast.Name: self._eval_name,
-            ast.UnaryOp: self._eval_unaryop,
-            ast.BinOp: self._eval_binop,
-            ast.BoolOp: self._eval_boolop,
-            ast.Compare: self._eval_compare,
-            ast.IfExp: self._eval_ifexp,
-            ast.Call: self._eval_call,
-            ast.keyword: self._eval_keyword,
-            ast.Subscript: self._eval_subscript,
-            ast.Attribute: self._eval_attribute,
-            ast.Index: self._eval_index,
-            ast.Slice: self._eval_slice,
-        }
-
-        # py3k stuff:
-        if hasattr(ast, "NameConstant"):
-            self.nodes[ast.NameConstant] = self._eval_constant
-
-        # py3.6, f-strings
-        if hasattr(ast, "JoinedStr"):
-            self.nodes[ast.JoinedStr] = self._eval_joinedstr  # f-string
-            self.nodes[
-                ast.FormattedValue
-            ] = self._eval_formattedvalue  # formatted value in f-string
-
-        # py3.8 uses ast.Constant instead of ast.Num, ast.Str, ast.NameConstant
-        if hasattr(ast, "Constant"):
-            self.nodes[ast.Constant] = self._eval_constant
-
-        # Defaults:
-
-        self.ATTR_INDEX_FALLBACK = ATTR_INDEX_FALLBACK
-
-        # Check for forbidden functions:
-
-        for f in self.functions.values():
-            if f in DISALLOW_FUNCTIONS:
-                raise FeatureNotAvailable(
-                    "This function {} is a really bad idea.".format(f)
-                )
-
-    def eval(self, expr):
-        """evaluate an expresssion, using the operators, functions and
-        names previously set up."""
-
-        # set a copy of the expression aside, so we can give nice errors...
-
-        self.expr = expr
-
-        # and evaluate:
-        return self._eval(ast.parse(expr.strip()).body[0])
-
-    def _eval(self, node):
-        """ The internal evaluator used on each node in the parsed tree. """
-
-        try:
-            handler = self.nodes[type(node)]
-        except KeyError:
-            raise FeatureNotAvailable(
-                "Sorry, {0} is not available in this "
-                "evaluator".format(type(node).__name__)
-            )
-
-        return handler(node)
-
-    def _eval_expr(self, node):
-        return self._eval(node.value)
-
-    def _eval_assign(self, node):
-        warnings.warn(
-            "Assignment ({}) attempted, but this is ignored".format(self.expr),
-            AssignmentAttempted,
-        )
-        return self._eval(node.value)
-
-    def _eval_aug_assign(self, node):
-        warnings.warn(
-            "Assignment ({}) attempted, but this is ignored".format(self.expr),
-            AssignmentAttempted,
-        )
-        return self._eval(node.value)
-
-    def _eval_import(self, node):
-        raise FeatureNotAvailable("Sorry, 'import' is not allowed.")
-        return self._eval(node.value)
-
-    @staticmethod
-    def _eval_num(node):
-        return node.n
-
-    @staticmethod
-    def _eval_str(node):
-        if len(node.s) > MAX_STRING_LENGTH:
-            raise IterableTooLong(
-                "String Literal in statement is too long!"
-                " ({0}, when {1} is max)".format(len(node.s), MAX_STRING_LENGTH)
-            )
-        return node.s
-
-    @staticmethod
-    def _eval_constant(node):
-        if hasattr(node.value, "__len__") and len(node.value) > MAX_STRING_LENGTH:
-            raise IterableTooLong(
-                "Literal in statement is too long!"
-                " ({0}, when {1} is max)".format(len(node.value), MAX_STRING_LENGTH)
-            )
-        return node.value
-
-    def _eval_unaryop(self, node):
-        return self.operators[type(node.op)](self._eval(node.operand))
-
-    def _eval_binop(self, node):
-        return self.operators[type(node.op)](
-            self._eval(node.left), self._eval(node.right)
-        )
-
-    def _eval_boolop(self, node):
-        if isinstance(node.op, ast.And):
-            vout = False
-            for value in node.values:
-                vout = self._eval(value)
-                if not vout:
-                    return vout
-            return vout
-        elif isinstance(node.op, ast.Or):
-            for value in node.values:
-                vout = self._eval(value)
-                if vout:
-                    return vout
-            return vout
-
-    def _eval_compare(self, node):
-        right = self._eval(node.left)
-        to_return = True
-        for operation, comp in zip(node.ops, node.comparators):
-            if not to_return:
-                break
-            left = right
-            right = self._eval(comp)
-            to_return = self.operators[type(operation)](left, right)
-        return to_return
-
-    def _eval_ifexp(self, node):
-        return (
-            self._eval(node.body) if self._eval(node.test) else self._eval(node.orelse)
-        )
-
-    def _eval_call(self, node):
-        if isinstance(node.func, ast.Attribute):
-            func = self._eval(node.func)
-        else:
-            try:
-                func = self.functions[node.func.id]
-            except KeyError:
-                raise FunctionNotDefined(node.func.id, self.expr)
-            except AttributeError as e:
-                raise FeatureNotAvailable("Lambda Functions not implemented")
-
-            if func in DISALLOW_FUNCTIONS:
-                raise FeatureNotAvailable("This function is forbidden")
-
-        return func(
-            *(self._eval(a) for a in node.args),
-            **dict(self._eval(k) for k in node.keywords)
-        )
-
-    def _eval_keyword(self, node):
-        return node.arg, self._eval(node.value)
-
-    def _eval_name(self, node):
-        try:
-            # This happens at least for slicing
-            # This is a safe thing to do because it is impossible
-            # that there is a true exression assigning to none
-            # (the compiler rejects it, so you can't even
-            # pass that to ast.parse)
-            if hasattr(self.names, "__getitem__"):
-                return self.names[node.id]
-            elif callable(self.names):
-                return self.names(node)
-            else:
-                raise InvalidExpression(
-                    'Trying to use name (variable) "{0}"'
-                    ' when no "names" defined for'
-                    " evaluator".format(node.id)
-                )
-
-        except KeyError:
-            if node.id in self.functions:
-                return self.functions[node.id]
-
-            raise NameNotDefined(node.id, self.expr)
-
-    def _eval_subscript(self, node):
-        container = self._eval(node.value)
-        key = self._eval(node.slice)
-        try:
-            return container[key]
-        except KeyError:
-            raise
-
-    def _eval_attribute(self, node):
-        for prefix in DISALLOW_PREFIXES:
-            if node.attr.startswith(prefix):
-                raise FeatureNotAvailable(
-                    "Sorry, access to __attributes "
-                    " or func_ attributes is not available. "
-                    "({0})".format(node.attr)
-                )
-        if node.attr in DISALLOW_METHODS:
-            raise FeatureNotAvailable(
-                "Sorry, this method is not available. " "({0})".format(node.attr)
-            )
-        # eval node
-        node_evaluated = self._eval(node.value)
-
-        # Maybe the base object is an actual object, not just a dict
-        try:
-            return getattr(node_evaluated, node.attr)
-        except (AttributeError, TypeError):
-            pass
-
-        # TODO: is this a good idea?  Try and look for [x] if .x doesn't work?
-        if self.ATTR_INDEX_FALLBACK:
-            try:
-                return node_evaluated[node.attr]
-            except (KeyError, TypeError):
-                pass
-
-        # If it is neither, raise an exception
-        raise AttributeDoesNotExist(node.attr, self.expr)
-
-    def _eval_index(self, node):
-        return self._eval(node.value)
-
-    def _eval_slice(self, node):
-        lower = upper = step = None
-        if node.lower is not None:
-            lower = self._eval(node.lower)
-        if node.upper is not None:
-            upper = self._eval(node.upper)
-        if node.step is not None:
-            step = self._eval(node.step)
-        return slice(lower, upper, step)
-
-    def _eval_joinedstr(self, node):
-        length = 0
-        evaluated_values = []
-        for n in node.values:
-            val = str(self._eval(n))
-            if len(val) + length > MAX_STRING_LENGTH:
-                raise IterableTooLong("Sorry, I will not evaluate something this long.")
-            evaluated_values.append(val)
-        return "".join(evaluated_values)
-
-    def _eval_formattedvalue(self, node):
-        if node.format_spec:
-            fmt = "{:" + self._eval(node.format_spec) + "}"
-            return fmt.format(self._eval(node.value))
-        return self._eval(node.value)
-
-
-class EvalWithCompoundTypes(SimpleEval):
-    """
-    SimpleEval with additional Compound Types, and their respective
-    function editions. (list, tuple, dict, set).
-    """
-
-    def __init__(self, operators=None, functions=None, names=None):
-        super(EvalWithCompoundTypes, self).__init__(operators, functions, names)
-
-        self.functions.update(list=list, tuple=tuple, dict=dict, set=set)
-
-        self.nodes.update(
-            {
-                ast.Dict: self._eval_dict,
-                ast.Tuple: self._eval_tuple,
-                ast.List: self._eval_list,
-                ast.Set: self._eval_set,
-                ast.ListComp: self._eval_comprehension,
-                ast.GeneratorExp: self._eval_comprehension,
-            }
-        )
-
-    def eval(self, expr):
-        self._max_count = 0
-        return super(EvalWithCompoundTypes, self).eval(expr)
-
-    def _eval_dict(self, node):
-        return {self._eval(k): self._eval(v) for (k, v) in zip(node.keys, node.values)}
-
-    def _eval_tuple(self, node):
-        return tuple(self._eval(x) for x in node.elts)
-
-    def _eval_list(self, node):
-        return list(self._eval(x) for x in node.elts)
-
-    def _eval_set(self, node):
-        return set(self._eval(x) for x in node.elts)
-
-    def _eval_comprehension(self, node):
-        to_return = []
-
-        extra_names = {}
-
-        previous_name_evaller = self.nodes[ast.Name]
-
-        def eval_names_extra(node):
-            """
-            Here we hide our extra scope for within this comprehension
-            """
-            if node.id in extra_names:
-                return extra_names[node.id]
-            return previous_name_evaller(node)
-
-        self.nodes.update({ast.Name: eval_names_extra})
-
-        def recurse_targets(target, value):
-            """
-                Recursively (enter, (into, (nested, name), unpacking)) = \
-                             and, (assign, (values, to), each
-            """
-            if isinstance(target, ast.Name):
-                extra_names[target.id] = value
-            else:
-                for t, v in zip(target.elts, value):
-                    recurse_targets(t, v)
-
-        def do_generator(gi=0):
-            g = node.generators[gi]
-            for i in self._eval(g.iter):
-                self._max_count += 1
-
-                if self._max_count > MAX_COMPREHENSION_LENGTH:
-                    raise IterableTooLong("Comprehension generates too many elements")
-                recurse_targets(g.target, i)
-                if all(self._eval(iff) for iff in g.ifs):
-                    if len(node.generators) > gi + 1:
-                        do_generator(gi + 1)
-                    else:
-                        to_return.append(self._eval(node.elt))
-
-        try:
-            do_generator()
-        finally:
-            self.nodes.update({ast.Name: previous_name_evaller})
-
-        return to_return
-
-
-def simple_eval(expr, operators=None, functions=None, names=None):
-    """ Simply evaluate an expresssion """
-    s = SimpleEval(operators=operators, functions=functions, names=names)
-    return s.eval(expr)
diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index 9b56d5089..b6e8b11db 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -6,15 +6,17 @@
 from __future__ import annotations
 
 import abc
+import ast
 import copy
 import datetime
 import hashlib
 import logging
 import typing as t
 
+import simpleeval
+
 import singer_sdk.typing as th
 from singer_sdk.exceptions import MapExpressionError, StreamMapConfigError
-from singer_sdk.helpers import _simpleeval as simpleeval
 from singer_sdk.helpers._catalog import get_selected_schema
 from singer_sdk.helpers._flattening import (
     FlatteningOptions,
@@ -54,27 +56,6 @@ def md5(string: str) -> str:
     return hashlib.md5(string.encode("utf-8")).hexdigest()  # noqa: S324
 
 
-def compound_eval(
-        expr: str, 
-        operators: t.Dict[str, t.Callable[[dict], dict | None]] = None, 
-        functions: t.Dict[str, t.Callable[[dict], dict | None]] = None, 
-        names=t.Dict[str, t.Any]
-        ) -> t.Union[str, int, float, t.List, t.Set, t.Dict]:
-    """Evaluate inline maps using the `EvalWithCompoundTypes` class
-    
-    Args:
-        expr: expression to evaluate
-        operators: dictionary of operators and the functions they map to in the evaluation context
-        functions: dictionary of function names and definitions available in the evaluation context
-        names: dictionary of variable names available in the evaluation context
-    
-    Returns:
-        result of the evaluated expression
-    """
-    s = simpleeval.EvalWithCompoundTypes(operators=operators, functions=functions, names=names)
-    return s.eval(expr)
-
-
 StreamMapsDict: TypeAlias = t.Dict[str, t.Union[str, dict, None]]
 
 
@@ -280,6 +261,7 @@ def __init__(
             self._transform_fn,
             self.transformed_schema,
         ) = self._init_functions_and_schema(stream_map=map_transform)
+        self.expr_evaluator = simpleeval.EvalWithCompoundTypes(functions=self.functions)
 
     def transform(self, record: dict) -> dict | None:
         """Return a transformed record.
@@ -323,13 +305,15 @@ def functions(self) -> dict[str, t.Callable]:
     def _eval(
         self,
         expr: str,
+        expr_parsed: ast.Expr,
         record: dict,
         property_name: str | None,
     ) -> str | int | float:
         """Solve an expression.
 
         Args:
-            expr: String expression to evaluate.
+            expr: String expression to evaluate (used to raise human readable errors).
+            expr_parsed: Parsed expression abstract syntax tree.
             record: Individual stream record.
             property_name: Name of property to transform in the record.
 
@@ -347,10 +331,10 @@ def _eval(
             # Allow access to original property value if applicable
             names["self"] = record[property_name]
         try:
-            result: str | int | float = compound_eval(
+            self.expr_evaluator.names = names
+            result: str | int | float = self.expr_evaluator.eval(
                 expr,
-                functions=self.functions,
-                names=names,
+                previously_parsed=expr_parsed,
             )
         except (simpleeval.InvalidExpression, SyntaxError) as ex:
             msg = f"Failed to evaluate simpleeval expressions {expr}."
@@ -398,7 +382,7 @@ def _eval_type(
 
         if expr.startswith("bool("):
             return th.BooleanType()
-        
+
         return th.StringType() if expr[0] == "'" and expr[-1] == "'" else default
 
     def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
@@ -416,6 +400,7 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
         Raises:
             NotImplementedError: TODO
             StreamMapConfigError: TODO
+            MapExpressionError: TODO
         """
         stream_map = copy.copy(stream_map)
 
@@ -423,6 +408,12 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
         include_by_default = True
         if stream_map and MAPPER_FILTER_OPTION in stream_map:
             filter_rule = stream_map.pop(MAPPER_FILTER_OPTION)
+            try:
+                filter_rule_parsed: ast.Expr = ast.parse(filter_rule).body[0]
+            except (SyntaxError, IndexError) as ex:
+                msg = f"Failed to parse expression {filter_rule}."
+                raise MapExpressionError(msg) from ex
+
             logging.info(
                 "Found '%s' filter rule: %s",
                 self.stream_alias,
@@ -465,6 +456,7 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
         if "properties" not in transformed_schema:
             transformed_schema["properties"] = {}
 
+        stream_map_parsed: list[tuple[str, str | None, ast.Expr | None]] = []
         for prop_key, prop_def in list(stream_map.items()):
             if prop_def in {None, NULL_STRING}:
                 if prop_key in (self.transformed_key_properties or []):
@@ -477,6 +469,7 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
                     )
                     raise StreamMapConfigError(msg)
                 transformed_schema["properties"].pop(prop_key, None)
+                stream_map_parsed.append((prop_key, prop_def, None))
             elif isinstance(prop_def, str):
                 default_type: th.JSONTypeHelper = th.StringType()  # Fallback to string
                 existing_schema: dict = (
@@ -495,6 +488,13 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
                         self._eval_type(prop_def, default=default_type),
                     ).to_dict(),
                 )
+                try:
+                    parsed_def: ast.Expr = ast.parse(prop_def).body[0]
+                    stream_map_parsed.append((prop_key, prop_def, parsed_def))
+                except (SyntaxError, IndexError) as ex:
+                    msg = f"Failed to parse expression {prop_def}."
+                    raise MapExpressionError(msg) from ex
+
             else:
                 msg = (
                     f"Unexpected type '{type(prop_def).__name__}' in stream map for "
@@ -516,10 +516,14 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
 
         # Declare function variables
 
-        def eval_filter(filter_rule: str) -> t.Callable[[dict], bool]:
+        def eval_filter(
+            filter_rule: str,
+            filter_rule_parsed: ast.Expr,
+        ) -> t.Callable[[dict], bool]:
             def _inner(record: dict) -> bool:
                 filter_result = self._eval(
                     expr=filter_rule,
+                    expr_parsed=filter_rule_parsed,
                     record=record,
                     property_name=None,
                 )
@@ -541,7 +545,7 @@ def always_true(record: dict) -> bool:
             return True
 
         if isinstance(filter_rule, str):
-            filter_fn = eval_filter(filter_rule)
+            filter_fn = eval_filter(filter_rule, filter_rule_parsed)
         elif filter_rule is None:
             filter_fn = always_true
         else:
@@ -566,16 +570,17 @@ def transform_fn(record: dict) -> dict | None:
                     if key_property in record:
                         result[key_property] = record[key_property]
 
-            for prop_key, prop_def in list(stream_map.items()):
+            for prop_key, prop_def, prop_def_parsed in stream_map_parsed:
                 if prop_def in {None, NULL_STRING}:
                     # Remove property from result
                     result.pop(prop_key, None)
                     continue
 
-                if isinstance(prop_def, str):
+                if isinstance(prop_def_parsed, ast.Expr):
                     # Apply property transform
                     result[prop_key] = self._eval(
                         expr=prop_def,
+                        expr_parsed=prop_def_parsed,
                         record=record,
                         property_name=prop_key,
                     )
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index 2afcb59b4..cae6773ef 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -22,14 +22,14 @@
 from singer_sdk.tap_base import Tap
 from singer_sdk.typing import (
     ArrayType,
+    BooleanType,
     IntegerType,
     NumberType,
     ObjectType,
+    OneOf,
     PropertiesList,
     Property,
     StringType,
-    BooleanType,
-    OneOf,
 )
 
 if t.TYPE_CHECKING:
@@ -60,11 +60,15 @@ def sample_catalog_dict() -> dict:
     ).to_dict()
     nested_jellybean_schema = PropertiesList(
         Property("id", IntegerType),
-        Property("custom_fields", 
-                 ArrayType(ObjectType(
-                     Property("id", IntegerType), 
-                     Property("value", OneOf(StringType, IntegerType, BooleanType))))
-        )
+        Property(
+            "custom_fields",
+            ArrayType(
+                ObjectType(
+                    Property("id", IntegerType),
+                    Property("value", OneOf(StringType, IntegerType, BooleanType)),
+                )
+            ),
+        ),
     ).to_dict()
     return {
         "streams": [
@@ -81,8 +85,8 @@ def sample_catalog_dict() -> dict:
             {
                 "stream": "nested_jellybean",
                 "tap_stream_id": "nested_jellybean",
-                "schema": nested_jellybean_schema
-            }
+                "schema": nested_jellybean_schema,
+            },
         ],
     }
 
@@ -126,8 +130,22 @@ def sample_stream():
             {"brown": "fox"},
         ],
         "nested_jellybean": [
-            {"id": 123, "custom_fields": [{"id": 1, "value": "abc"}, {"id": 2, "value": 1212}, {"id": 3, "value": None}]},
-            {"id": 124, "custom_fields": [{"id": 1, "value": "foo"}, {"id": 2, "value": 9009}, {"id": 3, "value": True}]}
+            {
+                "id": 123,
+                "custom_fields": [
+                    {"id": 1, "value": "abc"},
+                    {"id": 2, "value": 1212},
+                    {"id": 3, "value": None},
+                ],
+            },
+            {
+                "id": 124,
+                "custom_fields": [
+                    {"id": 1, "value": "foo"},
+                    {"id": 2, "value": 9009},
+                    {"id": 3, "value": True},
+                ],
+            },
         ],
     }
 
@@ -153,7 +171,7 @@ def transform_stream_maps():
             "custom_field_1": 'dict([(x["id"], x["value"]) for x in custom_fields]).get(1)',
             "custom_field_2": 'int(dict([(x["id"], x["value"]) for x in custom_fields]).get(2)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(2) else None',
             "custom_field_3": 'bool(dict([(x["id"], x["value"]) for x in custom_fields]).get(3)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(3) else None',
-        }
+        },
     }
 
 
@@ -211,8 +229,18 @@ def transformed_result(stream_map_config):
             {"brown": "fox"},
         ],
         "nested_jellybean": [
-        {"id": 123, "custom_field_1": "abc", "custom_field_2": 1212, "custom_field_3": None},
-        {"id": 124, "custom_field_1": "foo", "custom_field_2": 9009, "custom_field_3": True}
+            {
+                "id": 123,
+                "custom_field_1": "abc",
+                "custom_field_2": 1212,
+                "custom_field_3": None,
+            },
+            {
+                "id": 124,
+                "custom_field_1": "foo",
+                "custom_field_2": 9009,
+                "custom_field_3": True,
+            },
         ],
     }
 
@@ -237,8 +265,8 @@ def transformed_schemas():
             Property("id", IntegerType),
             Property("custom_field_1", StringType),
             Property("custom_field_2", IntegerType),
-            Property("custom_field_3", BooleanType)
-        ).to_dict()
+            Property("custom_field_3", BooleanType),
+        ).to_dict(),
     }
 
 
diff --git a/tests/core/test_simpleeval.py b/tests/core/test_simpleeval.py
index d5cacb30f..8e7c06f52 100644
--- a/tests/core/test_simpleeval.py
+++ b/tests/core/test_simpleeval.py
@@ -18,8 +18,8 @@
 import unittest
 import warnings
 
-from singer_sdk.helpers import _simpleeval as simpleeval
-from singer_sdk.helpers._simpleeval import (
+import simpleeval
+from simpleeval import (
     AttributeDoesNotExist,
     EvalWithCompoundTypes,
     FeatureNotAvailable,

From a900de389f1764b24c4f35d4a3ae822d130b046e Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Mon, 9 Oct 2023 16:50:52 -0400
Subject: [PATCH 3/7] tap factory tests now test with stream map

---
 singer_sdk/testing/factory.py   | 23 +++++++++++------------
 singer_sdk/testing/tap_tests.py | 22 ++++++++++++++--------
 2 files changed, 25 insertions(+), 20 deletions(-)

diff --git a/singer_sdk/testing/factory.py b/singer_sdk/testing/factory.py
index 1c15f4844..ce6d2ec4c 100644
--- a/singer_sdk/testing/factory.py
+++ b/singer_sdk/testing/factory.py
@@ -197,32 +197,31 @@ def _annotate_test_class(  # noqa: C901
                         test_params = []
                         test_ids: list[str] = []
                         for stream in streams:
+                            final_schema = stream.stream_maps[-1].transformed_schema[
+                                "properties"
+                            ]
                             test_params.extend(
                                 [
                                     {
                                         "stream": stream,
-                                        "attribute_name": property_name,
+                                        "attribute_name": prop_name,
                                     }
-                                    for property_name, property_schema in stream.schema[
-                                        "properties"
-                                    ].items()
+                                    for prop_name, prop_schema in final_schema.items()
                                     if test_class.evaluate(
                                         stream=stream,
-                                        property_name=property_name,
-                                        property_schema=property_schema,
+                                        property_name=prop_name,
+                                        property_schema=prop_schema,
                                     )
                                 ],
                             )
                             test_ids.extend(
                                 [
-                                    f"{stream.name}.{property_name}"
-                                    for property_name, property_schema in stream.schema[
-                                        "properties"
-                                    ].items()
+                                    f"{stream.name}.{prop_name}"
+                                    for prop_name, prop_schema in final_schema.items()
                                     if test_class.evaluate(
                                         stream=stream,
-                                        property_name=property_name,
-                                        property_schema=property_schema,
+                                        property_name=prop_name,
+                                        property_schema=prop_schema,
                                     )
                                 ],
                             )
diff --git a/singer_sdk/testing/tap_tests.py b/singer_sdk/testing/tap_tests.py
index ecb7eb811..8008f2ffc 100644
--- a/singer_sdk/testing/tap_tests.py
+++ b/singer_sdk/testing/tap_tests.py
@@ -93,16 +93,20 @@ def test(self) -> None:
 class StreamCatalogSchemaMatchesRecordTest(StreamTestTemplate):
     """Test all attributes in the catalog schema are present in the record schema."""
 
-    name = "catalog_schema_matches_record"
+    name = "transformed_catalog_schema_matches_record"
 
     def test(self) -> None:
         """Run test."""
-        stream_catalog_keys = set(self.stream.schema["properties"].keys())
+        stream_transformed_keys = set(
+            self.stream.stream_maps[-1].transformed_schema["properties"].keys(),
+        )
         stream_record_keys = set().union(*(d.keys() for d in self.stream_records))
-        diff = stream_catalog_keys - stream_record_keys
+        diff = stream_transformed_keys - stream_record_keys
         if diff:
             warnings.warn(
-                UserWarning(f"Fields in catalog but not in records: ({diff})"),
+                UserWarning(
+                    f"Fields in transformed catalog but not in records: ({diff})",
+                ),
                 stacklevel=2,
             )
 
@@ -110,14 +114,16 @@ def test(self) -> None:
 class StreamRecordSchemaMatchesCatalogTest(StreamTestTemplate):
     """Test all attributes in the record schema are present in the catalog schema."""
 
-    name = "record_schema_matches_catalog"
+    name = "record_schema_matches_transformed_catalog"
 
     def test(self) -> None:
         """Run test."""
-        stream_catalog_keys = set(self.stream.schema["properties"].keys())
+        stream_transformed_keys = set(
+            self.stream.stream_maps[-1].transformed_schema["properties"].keys(),
+        )
         stream_record_keys = set().union(*(d.keys() for d in self.stream_records))
-        diff = stream_record_keys - stream_catalog_keys
-        assert not diff, f"Fields in records but not in catalog: ({diff})"
+        diff = stream_record_keys - stream_transformed_keys
+        assert not diff, f"Fields in records but not in transformed catalog: ({diff})"
 
 
 class StreamRecordMatchesStreamSchema(StreamTestTemplate):

From a10519921024993c7c04010679672bde37f082c9 Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Mon, 9 Oct 2023 17:32:02 -0400
Subject: [PATCH 4/7] remove old vendored file `test_simpleeval.py`

---
 tests/core/test_simpleeval.py | 1146 ---------------------------------
 1 file changed, 1146 deletions(-)
 delete mode 100644 tests/core/test_simpleeval.py

diff --git a/tests/core/test_simpleeval.py b/tests/core/test_simpleeval.py
deleted file mode 100644
index 8e7c06f52..000000000
--- a/tests/core/test_simpleeval.py
+++ /dev/null
@@ -1,1146 +0,0 @@
-"""
-Simpleeval tests originally imported on 2021-09-16 from:
-- https://github.com/danthedeckie/simpleeval
-
-For more information:
-- https://gitlab.com/meltano/sdk/-/issues/213
-
-"""
-from __future__ import annotations
-
-import ast
-import operator
-import os
-
-# flake8: noqa  # Ignoring flake errors in imported module
-# pylint: disable=too-many-public-methods, missing-docstring
-import sys
-import unittest
-import warnings
-
-import simpleeval
-from simpleeval import (
-    AttributeDoesNotExist,
-    EvalWithCompoundTypes,
-    FeatureNotAvailable,
-    FunctionNotDefined,
-    InvalidExpression,
-    NameNotDefined,
-    SimpleEval,
-    simple_eval,
-)
-
-
-class DRYTest(unittest.TestCase):
-    """Stuff we need to do every test, let's do here instead..
-    Don't Repeat Yourself."""
-
-    def setUp(self):
-        """ initialize a SimpleEval """
-        self.s = SimpleEval()
-
-    def t(self, expr, shouldbe):  # pylint: disable=invalid-name
-        """ test an evaluation of an expression against an expected answer """
-        return self.assertEqual(self.s.eval(expr), shouldbe)
-
-
-class TestBasic(DRYTest):
-    """ Simple expressions. """
-
-    def test_maths_with_ints(self):
-        """ simple maths expressions """
-
-        self.t("21 + 21", 42)
-        self.t("6*7", 42)
-        self.t("20 + 1 + (10*2) + 1", 42)
-        self.t("100/10", 10)
-        self.t("12*12", 144)
-        self.t("2 ** 10", 1024)
-        self.t("100 % 9", 1)
-
-    def test_bools_and_or(self):
-        self.t('True and ""', "")
-        self.t("True and False", False)
-        self.t("True or False", True)
-        self.t("False or False", False)
-        self.t("1 - 1 or 21", 21)
-        self.t("1 - 1 and 11", 0)
-        self.t("110 == 100 + 10 and True", True)
-        self.t("110 != 100 + 10 and True", False)
-        self.t("False or 42", 42)
-
-        self.t("False or None", None)
-        self.t("None or None", None)
-
-        self.s.names = {"out": True, "position": 3}
-        self.t(
-            "(out and position <=6 and -10)"
-            " or (out and position > 6 and -5)"
-            " or (not out and 15)",
-            -10,
-        )
-
-    def test_not(self):
-        self.t("not False", True)
-        self.t("not True", False)
-        self.t("not 0", True)
-        self.t("not 1", False)
-
-    def test_maths_with_floats(self):
-        self.t("11.02 - 9.1", 1.92)
-        self.t("29.1+39", 68.1)
-
-    def test_comparisons(self):
-        # GT & LT:
-        self.t("1 > 0", True)
-        self.t("100000 < 28", False)
-        self.t("-2 < 11", True)
-        self.t("+2 < 5", True)
-        self.t("0 == 0", True)
-
-        # GtE, LtE
-        self.t("-2 <= -2", True)
-        self.t("2 >= 2", True)
-        self.t("1 >= 12", False)
-        self.t("1.09 <= 1967392", True)
-
-        self.t("1 < 2 < 3 < 4", 1 < 2 < 3 < 4)
-        self.t("1 < 2 > 3 < 4", 1 < 2 > 3 < 4)
-
-        self.t("1<2<1+1", 1 < 2 < 1 + 1)
-        self.t("1 == 1 == 2", 1 == 1 == 2)
-        self.t("1 == 1 < 2", 1 == 1 < 2)
-
-    def test_mixed_comparisons(self):
-        self.t("1 > 0.999999", True)
-        self.t("1 == True", True)  # Note ==, not 'is'.
-        self.t("0 == False", True)  # Note ==, not 'is'.
-        self.t("False == False", True)
-        self.t("False < True", True)
-
-    def test_if_else(self):
-        """ x if y else z """
-
-        # and test if/else expressions:
-        self.t("'a' if 1 == 1 else 'b'", "a")
-        self.t("'a' if 1 > 2 else 'b'", "b")
-
-        # and more complex expressions:
-        self.t("'a' if 4 < 1 else 'b' if 1 == 2 else 'c'", "c")
-
-    def test_default_conversions(self):
-        """ conversion between types """
-
-        self.t('int("20") + int(0.22*100)', 42)
-        self.t('float("42")', 42.0)
-        self.t('"Test Stuff!" + str(11)', "Test Stuff!11")
-
-    def test_slicing(self):
-        self.s.operators[ast.Slice] = (
-            operator.getslice if hasattr(operator, "getslice") else operator.getitem
-        )
-        self.t("'hello'[1]", "e")
-        self.t("'hello'[:]", "hello")
-        self.t("'hello'[:3]", "hel")
-        self.t("'hello'[3:]", "lo")
-        self.t("'hello'[::2]", "hlo")
-        self.t("'hello'[::-1]", "olleh")
-        self.t("'hello'[3::]", "lo")
-        self.t("'hello'[:3:]", "hel")
-        self.t("'hello'[1:3]", "el")
-        self.t("'hello'[1:3:]", "el")
-        self.t("'hello'[1::2]", "el")
-        self.t("'hello'[:1:2]", "h")
-        self.t("'hello'[1:3:1]", "el")
-        self.t("'hello'[1:3:2]", "e")
-
-        with self.assertRaises(IndexError):
-            self.t("'hello'[90]", 0)
-
-        self.t('"spam" not in "my breakfast"', True)
-        self.t('"silly" in "ministry of silly walks"', True)
-        self.t('"I" not in "team"', True)
-        self.t('"U" in "RUBBISH"', True)
-
-    def test_is(self):
-        self.t("1 is 1", True)
-        self.t("1 is 2", False)
-        self.t('1 is "a"', False)
-        self.t("1 is None", False)
-        self.t("None is None", True)
-
-        self.t("1 is not 1", False)
-        self.t("1 is not 2", True)
-        self.t('1 is not "a"', True)
-        self.t("1 is not None", True)
-        self.t("None is not None", False)
-
-    def test_fstring(self):
-        if sys.version_info >= (3, 6, 0):
-            self.t('f""', "")
-            self.t('f"stuff"', "stuff")
-            self.t('f"one is {1} and two is {2}"', "one is 1 and two is 2")
-            self.t('f"1+1 is {1+1}"', "1+1 is 2")
-            self.t("f\"{'dramatic':!<11}\"", "dramatic!!!")
-
-    def test_set_not_allowed(self):
-        with self.assertRaises(FeatureNotAvailable):
-            self.t("{22}", False)
-
-
-class TestFunctions(DRYTest):
-    """ Functions for expressions to play with """
-
-    def test_load_file(self):
-        """ add in a function which loads data from an external file. """
-
-        # write to the file:
-
-        with open("testfile.txt", "w") as f:
-            f.write("42")
-
-        # define the function we'll send to the eval'er
-
-        def load_file(filename):
-            """ load a file and return its contents """
-            with open(filename) as f2:
-                return f2.read()
-
-        # simple load:
-
-        self.s.functions = {"read": load_file}
-        self.t("read('testfile.txt')", "42")
-
-        # and we should have *replaced* the default functions. Let's check:
-
-        with self.assertRaises(simpleeval.FunctionNotDefined):
-            self.t("int(read('testfile.txt'))", 42)
-
-        # OK, so we can load in the default functions as well...
-
-        self.s.functions.update(simpleeval.DEFAULT_FUNCTIONS)
-
-        # now it works:
-
-        self.t("int(read('testfile.txt'))", 42)
-
-        os.remove("testfile.txt")
-
-    def test_randoms(self):
-        """ test the rand() and randint() functions """
-
-        i = self.s.eval("randint(1000)")
-        self.assertEqual(type(i), int)
-        self.assertLessEqual(i, 1000)
-
-        f = self.s.eval("rand()")
-        self.assertEqual(type(f), float)
-
-        self.t("randint(20)<20", True)
-        self.t("rand()<1.0", True)
-
-        # I don't know how to further test these functions.  Ideas?
-
-    def test_methods(self):
-        self.t('"WORD".lower()', "word")
-        x = simpleeval.DISALLOW_METHODS
-        simpleeval.DISALLOW_METHODS = []
-        self.t('"{}:{}".format(1, 2)', "1:2")
-        simpleeval.DISALLOW_METHODS = x
-
-    def test_function_args_none(self):
-        def foo():
-            return 42
-
-        self.s.functions["foo"] = foo
-        self.t("foo()", 42)
-
-    def test_function_args_required(self):
-        def foo(toret):
-            return toret
-
-        self.s.functions["foo"] = foo
-        with self.assertRaises(TypeError):
-            self.t("foo()", 42)
-
-        self.t("foo(12)", 12)
-        self.t("foo(toret=100)", 100)
-
-    def test_function_args_defaults(self):
-        def foo(toret=9999):
-            return toret
-
-        self.s.functions["foo"] = foo
-        self.t("foo()", 9999)
-
-        self.t("foo(12)", 12)
-        self.t("foo(toret=100)", 100)
-
-    def test_function_args_bothtypes(self):
-        def foo(mult, toret=100):
-            return toret * mult
-
-        self.s.functions["foo"] = foo
-        with self.assertRaises(TypeError):
-            self.t("foo()", 9999)
-
-        self.t("foo(2)", 200)
-
-        with self.assertRaises(TypeError):
-            self.t("foo(toret=100)", 100)
-
-        self.t("foo(4, toret=4)", 16)
-        self.t("foo(mult=2, toret=4)", 8)
-        self.t("foo(2, 10)", 20)
-
-
-class TestOperators(DRYTest):
-    """ Test adding in new operators, removing them, make sure it works. """
-
-    # TODO
-    pass
-
-
-class TestNewFeatures(DRYTest):
-    """ Tests which will break when new features are added..."""
-
-    def test_lambda(self):
-        with self.assertRaises(FeatureNotAvailable):
-            self.t("lambda x:22", None)
-
-    def test_lambda_application(self):
-        with self.assertRaises(FeatureNotAvailable):
-            self.t("(lambda x:22)(44)", None)
-
-
-class TestTryingToBreakOut(DRYTest):
-    """ Test various weird methods to break the security sandbox... """
-
-    def test_import(self):
-        """ usual suspect. import """
-        # cannot import things:
-        with self.assertRaises(FeatureNotAvailable):
-            self.t("import sys", None)
-
-    def test_long_running(self):
-        """ exponent operations can take a long time. """
-        old_max = simpleeval.MAX_POWER
-
-        self.t("9**9**5", 9 ** 9 ** 5)
-
-        with self.assertRaises(simpleeval.NumberTooHigh):
-            self.t("9**9**8", 0)
-
-        # and does limiting work?
-
-        simpleeval.MAX_POWER = 100
-
-        with self.assertRaises(simpleeval.NumberTooHigh):
-            self.t("101**2", 0)
-
-        # good, so set it back:
-
-        simpleeval.MAX_POWER = old_max
-
-    def test_encode_bignums(self):
-        # thanks gk
-        if hasattr(1, "from_bytes"):  # python3 only
-            with self.assertRaises(simpleeval.IterableTooLong):
-                self.t(
-                    '(1).from_bytes(("123123123123123123123123").encode()*999999, "big")',
-                    0,
-                )
-
-    def test_string_length(self):
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("50000*'text'", 0)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("'text'*50000", 0)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("('text'*50000)*1000", 0)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("(50000*'text')*1000", 0)
-
-        self.t("'stuff'*20000", 20000 * "stuff")
-
-        self.t("20000*'stuff'", 20000 * "stuff")
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("('stuff'*20000) + ('stuff'*20000) ", 0)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("'stuff'*100000", 100000 * "stuff")
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("'" + (10000 * "stuff") + "'*100", 0)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("'" + (50000 * "stuff") + "'", 0)
-
-        if sys.version_info >= (3, 6, 0):
-            with self.assertRaises(simpleeval.IterableTooLong):
-                self.t("f'{\"foo\"*50000}'", 0)
-
-    def test_bytes_array_test(self):
-        self.t(
-            "'20000000000000000000'.encode() * 5000",
-            "20000000000000000000".encode() * 5000,
-        )
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("'123121323123131231223'.encode() * 5000", 20)
-
-    def test_list_length_test(self):
-        self.t("'spam spam spam'.split() * 5000", ["spam", "spam", "spam"] * 5000)
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.t("('spam spam spam' * 5000).split() * 5000", None)
-
-    def test_python_stuff(self):
-        """ other various pythony things. """
-        # it only evaluates the first statement:
-        self.t("11; x = 21; x + x", 11)
-
-    def test_function_globals_breakout(self):
-        """ by accessing function.__globals__ or func_... """
-        # thanks perkinslr.
-
-        self.s.functions["x"] = lambda y: y + y
-        self.t("x(100)", 200)
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t("x.__globals__", None)
-
-        class EscapeArtist(object):
-            @staticmethod
-            def trapdoor():
-                return 42
-
-            @staticmethod
-            def _quasi_private():
-                return 84
-
-        self.s.names["houdini"] = EscapeArtist()
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t("houdini.trapdoor.__globals__", 0)
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t("houdini.trapdoor.func_globals", 0)
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t("houdini._quasi_private()", 0)
-
-        # and test for changing '_' to '__':
-
-        dis = simpleeval.DISALLOW_PREFIXES
-        simpleeval.DISALLOW_PREFIXES = ["func_"]
-
-        self.t("houdini.trapdoor()", 42)
-        self.t("houdini._quasi_private()", 84)
-
-        # and return things to normal
-
-        simpleeval.DISALLOW_PREFIXES = dis
-
-    def test_mro_breakout(self):
-        class Blah(object):
-            x = 42
-
-        self.s.names["b"] = Blah
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t("b.mro()", None)
-
-    def test_builtins_private_access(self):
-        # explicit attempt of the exploit from perkinslr
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t(
-                "True.__class__.__class__.__base__.__subclasses__()[-1]"
-                ".__init__.func_globals['sys'].exit(1)",
-                42,
-            )
-
-    def test_string_format(self):
-        # python has so many ways to break out!
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.t('"{string.__class__}".format(string="things")', 0)
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            self.s.names["x"] = {"a": 1}
-            self.t('"{a.__class__}".format_map(x)', 0)
-
-        if sys.version_info >= (3, 6, 0):
-            self.s.names["x"] = 42
-
-            with self.assertRaises(simpleeval.FeatureNotAvailable):
-                self.t('f"{x.__class__}"', 0)
-
-            self.s.names["x"] = lambda y: y
-
-            with self.assertRaises(simpleeval.FeatureNotAvailable):
-                self.t('f"{x.__globals__}"', 0)
-
-            class EscapeArtist(object):
-                @staticmethod
-                def trapdoor():
-                    return 42
-
-                @staticmethod
-                def _quasi_private():
-                    return 84
-
-            self.s.names[
-                "houdini"
-            ] = EscapeArtist()  # let's just retest this, but in a f-string
-
-            with self.assertRaises(simpleeval.FeatureNotAvailable):
-                self.t('f"{houdini.trapdoor.__globals__}"', 0)
-
-            with self.assertRaises(simpleeval.FeatureNotAvailable):
-                self.t('f"{houdini.trapdoor.func_globals}"', 0)
-
-            with self.assertRaises(simpleeval.FeatureNotAvailable):
-                self.t('f"{houdini._quasi_private()}"', 0)
-
-            # and test for changing '_' to '__':
-
-            dis = simpleeval.DISALLOW_PREFIXES
-            simpleeval.DISALLOW_PREFIXES = ["func_"]
-
-            self.t('f"{houdini.trapdoor()}"', "42")
-            self.t('f"{houdini._quasi_private()}"', "84")
-
-            # and return things to normal
-
-            simpleeval.DISALLOW_PREFIXES = dis
-
-
-class TestCompoundTypes(DRYTest):
-    """ Test the compound-types edition of the library """
-
-    def setUp(self):
-        self.s = EvalWithCompoundTypes()
-
-    def test_dict(self):
-        self.t("{}", {})
-        self.t('{"foo": "bar"}', {"foo": "bar"})
-        self.t('{"foo": "bar"}["foo"]', "bar")
-        self.t("dict()", {})
-        self.t("dict(a=1)", {"a": 1})
-
-    def test_dict_contains(self):
-        self.t('{"a":22}["a"]', 22)
-        with self.assertRaises(KeyError):
-            self.t('{"a":22}["b"]', 22)
-
-        self.t('{"a": 24}.get("b", 11)', 11)
-        self.t('"a" in {"a": 24}', True)
-
-    def test_tuple(self):
-        self.t("()", ())
-        self.t("(1,)", (1,))
-        self.t("(1, 2, 3, 4, 5, 6)", (1, 2, 3, 4, 5, 6))
-        self.t("(1, 2) + (3, 4)", (1, 2, 3, 4))
-        self.t("(1, 2, 3)[1]", 2)
-        self.t("tuple()", ())
-        self.t('tuple("foo")', ("f", "o", "o"))
-
-    def test_tuple_contains(self):
-        self.t('("a","b")[1]', "b")
-        with self.assertRaises(IndexError):
-            self.t('("a","b")[5]', "b")
-        self.t('"a" in ("b","c","a")', True)
-
-    def test_list(self):
-        self.t("[]", [])
-        self.t("[1]", [1])
-        self.t("[1, 2, 3, 4, 5]", [1, 2, 3, 4, 5])
-        self.t("[1, 2, 3][1]", 2)
-        self.t("list()", [])
-        self.t('list("foo")', ["f", "o", "o"])
-
-    def test_list_contains(self):
-        self.t('["a","b"][1]', "b")
-        with self.assertRaises(IndexError):
-            self.t('("a","b")[5]', "b")
-
-        self.t('"b" in ["a","b"]', True)
-
-    def test_set(self):
-        self.t("{1}", {1})
-        self.t("{1, 2, 1, 2, 1, 2, 1}", {1, 2})
-        self.t("set()", set())
-        self.t('set("foo")', {"f", "o"})
-
-        self.t("2 in {1,2,3,4}", True)
-        self.t("22 not in {1,2,3,4}", True)
-
-    def test_not(self):
-        self.t("not []", True)
-        self.t("not [0]", False)
-        self.t("not {}", True)
-        self.t("not {0: 1}", False)
-        self.t("not {0}", False)
-
-    def test_use_func(self):
-        self.s = EvalWithCompoundTypes(functions={"map": map, "str": str})
-        self.t("list(map(str, [-1, 0, 1]))", ["-1", "0", "1"])
-        with self.assertRaises(NameNotDefined):
-            self.s.eval("list(map(bad, [-1, 0, 1]))")
-
-        with self.assertRaises(FunctionNotDefined):
-            self.s.eval("dir(str)")
-        with self.assertRaises(FeatureNotAvailable):
-            self.s.eval("str.__dict__")
-
-        self.s = EvalWithCompoundTypes(functions={"dir": dir, "str": str})
-        self.t("dir(str)", dir(str))
-
-
-class TestComprehensions(DRYTest):
-    """ Test the comprehensions support of the compound-types edition of the class. """
-
-    def setUp(self):
-        self.s = EvalWithCompoundTypes()
-
-    def test_basic(self):
-        self.t("[a + 1 for a in [1,2,3]]", [2, 3, 4])
-
-    def test_with_self_reference(self):
-        self.t("[a + a for a in [1,2,3]]", [2, 4, 6])
-
-    def test_with_if(self):
-        self.t("[a for a in [1,2,3,4,5] if a <= 3]", [1, 2, 3])
-
-    def test_with_multiple_if(self):
-        self.t("[a for a in [1,2,3,4,5] if a <= 3 and a > 1 ]", [2, 3])
-
-    def test_attr_access_fails(self):
-        with self.assertRaises(FeatureNotAvailable):
-            self.t("[a.__class__ for a in [1,2,3]]", None)
-
-    def test_unpack(self):
-        self.t("[a+b for a,b in ((1,2),(3,4))]", [3, 7])
-
-    def test_nested_unpack(self):
-        self.t("[a+b+c for a, (b, c) in ((1,(1,1)),(3,(2,2)))]", [3, 7])
-
-    def test_other_places(self):
-        self.s.functions = {"sum": sum}
-        self.t("sum([a+1 for a in [1,2,3,4,5]])", 20)
-        self.t("sum(a+1 for a in [1,2,3,4,5])", 20)
-
-    def test_external_names_work(self):
-        self.s.names = {"x": [22, 102, 12.3]}
-        self.t("[a/2 for a in x]", [11.0, 51.0, 6.15])
-
-        self.s.names = lambda x: ord(x.id)
-        self.t("[a + a for a in [b, c, d]]", [ord(x) * 2 for x in "bcd"])
-
-    def test_multiple_generators(self):
-        self.s.functions = {"range": range}
-        s = "[j for i in range(100) if i > 10 for j in range(i) if j < 20]"
-        self.t(s, eval(s))
-
-    def test_triple_generators(self):
-        self.s.functions = {"range": range}
-        s = "[(a,b,c) for a in range(4) for b in range(a) for c in range(b)]"
-        self.t(s, eval(s))
-
-    def test_too_long_generator(self):
-        self.s.functions = {"range": range}
-        s = "[j for i in range(1000) if i > 10 for j in range(i) if j < 20]"
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.s.eval(s)
-
-    def test_too_long_generator_2(self):
-        self.s.functions = {"range": range}
-        s = "[j for i in range(100) if i > 1 for j in range(i+10) if j < 100 for k in range(i*j)]"
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.s.eval(s)
-
-    def test_nesting_generators_to_cheat(self):
-        self.s.functions = {"range": range}
-        s = "[[[c for c in range(a)] for a in range(b)] for b in range(200)]"
-
-        with self.assertRaises(simpleeval.IterableTooLong):
-            self.s.eval(s)
-
-    def test_no_leaking_names(self):
-        # see issue #52, failing list comprehensions could leak locals
-        with self.assertRaises(simpleeval.NameNotDefined):
-            self.s.eval('[x if x == "2" else y for x in "123"]')
-
-        with self.assertRaises(simpleeval.NameNotDefined):
-            self.s.eval("x")
-
-
-class TestNames(DRYTest):
-    """ 'names', what other languages call variables... """
-
-    def test_none(self):
-        """ what to do when names isn't defined, or is 'none' """
-        with self.assertRaises(NameNotDefined):
-            self.t("a == 2", None)
-
-        self.s.names["s"] = 21
-
-        with self.assertRaises(NameNotDefined):
-            with warnings.catch_warnings(record=True) as ws:
-                self.t("s += a", 21)
-
-        self.s.names = None
-
-        with self.assertRaises(InvalidExpression):
-            self.t("s", 21)
-
-        self.s.names = {"a": {"b": {"c": 42}}}
-
-        with self.assertRaises(AttributeDoesNotExist):
-            self.t("a.b.d**2", 42)
-
-    def test_dict(self):
-        """ using a normal dict for names lookup """
-
-        self.s.names = {"a": 42}
-        self.t("a + a", 84)
-
-        self.s.names["also"] = 100
-
-        self.t("a + also - a", 100)
-
-        # however, you can't assign to those names:
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("a = 200", 200)
-
-        self.assertEqual(self.s.names["a"], 42)
-
-        # or assign to lists
-
-        self.s.names["b"] = [0]
-
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("b[0] = 11", 11)
-
-        self.assertEqual(self.s.names["b"], [0])
-
-        # but you can get items from a list:
-
-        self.s.names["b"] = [6, 7]
-
-        self.t("b[0] * b[1]", 42)
-
-        # or from a dict
-
-        self.s.names["c"] = {"i": 11}
-
-        self.t("c['i']", 11)
-        self.t("c.get('i')", 11)
-        self.t("c.get('j', 11)", 11)
-        self.t("c.get('j')", None)
-
-        # you still can't assign though:
-
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("c['b'] = 99", 99)
-
-        self.assertFalse("b" in self.s.names["c"])
-
-        # and going all 'inception' on it doesn't work either:
-
-        self.s.names["c"]["c"] = {"c": 11}
-
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("c['c']['c'] = 21", 21)
-
-        self.assertEqual(self.s.names["c"]["c"]["c"], 11)
-
-    def test_dict_attr_access(self):
-        # nested dict
-
-        self.assertEqual(self.s.ATTR_INDEX_FALLBACK, True)
-
-        self.s.names = {"a": {"b": {"c": 42}}}
-
-        self.t("a.b.c*2", 84)
-
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("a.b.c = 11", 11)
-
-        self.assertEqual(self.s.names["a"]["b"]["c"], 42)
-
-        # TODO: Wat?
-        with warnings.catch_warnings(record=True) as ws:
-            self.t("a.d = 11", 11)
-
-        with self.assertRaises(KeyError):
-            self.assertEqual(self.s.names["a"]["d"], 11)
-
-    def test_dict_attr_access_disabled(self):
-        # nested dict
-
-        self.s.ATTR_INDEX_FALLBACK = False
-        self.assertEqual(self.s.ATTR_INDEX_FALLBACK, False)
-
-        self.s.names = {"a": {"b": {"c": 42}}}
-
-        with self.assertRaises(simpleeval.AttributeDoesNotExist):
-            self.t("a.b.c * 2", 84)
-
-        self.t("a['b']['c'] * 2", 84)
-
-        self.assertEqual(self.s.names["a"]["b"]["c"], 42)
-
-    def test_object(self):
-        """ using an object for name lookup """
-
-        class TestObject(object):
-            @staticmethod
-            def method_thing():
-                return 42
-
-        o = TestObject()
-        o.a = 23
-        o.b = 42
-        o.c = TestObject()
-        o.c.d = 9001
-
-        self.s.names = {"o": o}
-
-        self.t("o", o)
-        self.t("o.a", 23)
-        self.t("o.b + o.c.d", 9043)
-
-        self.t("o.method_thing()", 42)
-
-        with self.assertRaises(AttributeDoesNotExist):
-            self.t("o.d", None)
-
-    def test_func(self):
-        """ using a function for 'names lookup' """
-
-        def resolver(_):
-            """ all names now equal 1024! """
-            return 1024
-
-        self.s.names = resolver
-
-        self.t("a", 1024)
-        self.t("a + b - c - d", 0)
-
-        # the function can do stuff with the value it's sent:
-
-        def my_name(node):
-            """ all names equal their textual name, twice. """
-            return node.id + node.id
-
-        self.s.names = my_name
-
-        self.t("a", "aa")
-
-    def test_from_doc(self):
-        """ the 'name first letter as value' example from the docs """
-
-        def name_handler(node):
-            """return the alphabet number of the first letter of
-            the name's textual name"""
-            return ord(node.id[0].lower()) - 96
-
-        self.s.names = name_handler
-        self.t("a", 1)
-        self.t("a + b", 3)
-
-
-class TestWhitespace(DRYTest):
-    """ test that incorrect whitespace (preceding/trailing) doesn't matter. """
-
-    def test_no_whitespace(self):
-        self.t("200 + 200", 400)
-
-    def test_trailing(self):
-        self.t("200 + 200       ", 400)
-
-    def test_preciding_whitespace(self):
-        self.t("    200 + 200", 400)
-
-    def test_preceding_tab_whitespace(self):
-        self.t("\t200 + 200", 400)
-
-    def test_preceding_mixed_whitespace(self):
-        self.t("  \t 200 + 200", 400)
-
-    def test_both_ends_whitespace(self):
-        self.t("  \t 200 + 200  ", 400)
-
-
-class TestSimpleEval(unittest.TestCase):
-    """ test the 'simple_eval' wrapper function """
-
-    def test_basic_run(self):
-        self.assertEqual(simple_eval("6*7"), 42)
-
-    def test_default_functions(self):
-        self.assertEqual(simple_eval("rand() < 1.0 and rand() > -0.01"), True)
-        self.assertEqual(simple_eval("randint(200) < 200 and rand() > 0"), True)
-
-
-class TestMethodChaining(unittest.TestCase):
-    def test_chaining_correct(self):
-        """
-        Contributed by Khalid Grandi (xaled).
-        """
-
-        class A(object):
-            def __init__(self):
-                self.a = "0"
-
-            def add(self, b):
-                self.a += "-add" + str(b)
-                return self
-
-            def sub(self, b):
-                self.a += "-sub" + str(b)
-                return self
-
-            def tostring(self):
-                return str(self.a)
-
-        x = A()
-        self.assertEqual(
-            simple_eval("x.add(1).sub(2).sub(3).tostring()", names={"x": x}),
-            "0-add1-sub2-sub3",
-        )
-
-
-class TestExtendingClass(unittest.TestCase):
-    """
-    It should be pretty easy to extend / inherit from the SimpleEval class,
-    to further lock things down, or unlock stuff, or whatever.
-    """
-
-    def test_methods_forbidden(self):
-        # Example from README
-        class EvalNoMethods(simpleeval.SimpleEval):
-            def _eval_call(self, node):
-                if isinstance(node.func, ast.Attribute):
-                    raise simpleeval.FeatureNotAvailable(
-                        "No methods please, we're British"
-                    )
-                return super(EvalNoMethods, self)._eval_call(node)
-
-        e = EvalNoMethods()
-
-        self.assertEqual(e.eval('"stuff happens"'), "stuff happens")
-        self.assertEqual(e.eval("22 + 20"), 42)
-        self.assertEqual(e.eval('int("42")'), 42)
-
-        with self.assertRaises(simpleeval.FeatureNotAvailable):
-            e.eval('"  blah  ".strip()')
-
-
-class TestExceptions(unittest.TestCase):
-    """
-    confirm a few attributes exist properly and haven't been
-    eaten by 2to3 or whatever... (see #41)
-    """
-
-    def test_functionnotdefined(self):
-        try:
-            raise FunctionNotDefined("foo", "foo in bar")
-        except FunctionNotDefined as e:
-            assert hasattr(e, "func_name")
-            assert getattr(e, "func_name") == "foo"
-            assert hasattr(e, "expression")
-            assert getattr(e, "expression") == "foo in bar"
-
-    def test_namenotdefined(self):
-        try:
-            raise NameNotDefined("foo", "foo in bar")
-        except NameNotDefined as e:
-            assert hasattr(e, "name")
-            assert getattr(e, "name") == "foo"
-            assert hasattr(e, "expression")
-            assert getattr(e, "expression") == "foo in bar"
-
-    def test_attributedoesnotexist(self):
-        try:
-            raise AttributeDoesNotExist("foo", "foo in bar")
-        except AttributeDoesNotExist as e:
-            assert hasattr(e, "attr")
-            assert getattr(e, "attr") == "foo"
-            assert hasattr(e, "expression")
-            assert getattr(e, "expression") == "foo in bar"
-
-
-class TestUnusualComparisons(DRYTest):
-    def test_custom_comparison_returner(self):
-        class Blah(object):
-            def __gt__(self, other):
-                return self
-
-        b = Blah()
-        self.s.names = {"b": b}
-        self.t("b > 2", b)
-
-    def test_custom_comparison_doesnt_return_boolable(self):
-        """
-        SqlAlchemy, bless it's cotton socks, returns BinaryExpression objects
-        when asking for comparisons between things.  These BinaryExpressions
-        raise a TypeError if you try and check for Truthyiness.
-        """
-
-        class BinaryExpression(object):
-            def __init__(self, value):
-                self.value = value
-
-            def __eq__(self, other):
-                return self.value == getattr(other, "value", other)
-
-            def __repr__(self):
-                return "<BinaryExpression:{}>".format(self.value)
-
-            def __bool__(self):
-                # This is the only important part, to match SqlAlchemy - the rest
-                # of the methods are just to make testing a bit easier...
-                raise TypeError("Boolean value of this clause is not defined")
-
-        class Blah(object):
-            def __gt__(self, other):
-                return BinaryExpression("GT")
-
-            def __lt__(self, other):
-                return BinaryExpression("LT")
-
-        b = Blah()
-        self.s.names = {"b": b}
-        # This should not crash:
-        e = eval("b > 2", self.s.names)
-
-        self.t("b > 2", BinaryExpression("GT"))
-        self.t("1 < 5 > b", BinaryExpression("LT"))
-
-
-class TestGetItemUnhappy(DRYTest):
-    # Again, SqlAlchemy doing unusual things.  Throwing it's own errors, rather than
-    # expected types...
-
-    def test_getitem_not_implemented(self):
-        class Meh(object):
-            def __getitem__(self, key):
-                raise NotImplementedError("booya!")
-
-            def __getattr__(self, key):
-                return 42
-
-        m = Meh()
-
-        self.assertEqual(m.anything, 42)
-        with self.assertRaises(NotImplementedError):
-            m["nothing"]
-
-        self.s.names = {"m": m}
-        self.t("m.anything", 42)
-
-        with self.assertRaises(NotImplementedError):
-            self.t("m['nothing']", None)
-
-        self.s.ATTR_INDEX_FALLBACK = False
-
-        self.t("m.anything", 42)
-
-        with self.assertRaises(NotImplementedError):
-            self.t("m['nothing']", None)
-
-
-class TestShortCircuiting(DRYTest):
-    def test_shortcircuit_if(self):
-        x = []
-
-        def foo(y):
-            x.append(y)
-            return y
-
-        self.s.functions = {"foo": foo}
-        self.t("foo(1) if foo(2) else foo(3)", 1)
-        self.assertListEqual(x, [2, 1])
-
-        x = []
-        self.t("42 if True else foo(99)", 42)
-        self.assertListEqual(x, [])
-
-    def test_shortcircuit_comparison(self):
-        x = []
-
-        def foo(y):
-            x.append(y)
-            return y
-
-        self.s.functions = {"foo": foo}
-        self.t("foo(11) < 12", True)
-        self.assertListEqual(x, [11])
-        x = []
-
-        self.t("1 > 2 < foo(22)", False)
-        self.assertListEqual(x, [])
-
-
-class TestDisallowedFunctions(DRYTest):
-    def test_functions_are_disallowed_at_init(self):
-        DISALLOWED = [
-            type,
-            isinstance,
-            eval,
-            getattr,
-            setattr,
-            help,
-            repr,
-            compile,
-            open,
-        ]
-        if simpleeval.PYTHON3:
-            exec("DISALLOWED.append(exec)")  # exec is not a function in Python2...
-
-        for f in simpleeval.DISALLOW_FUNCTIONS:
-            assert f in DISALLOWED
-
-        for x in DISALLOWED:
-            with self.assertRaises(FeatureNotAvailable):
-                s = SimpleEval(functions={"foo": x})
-
-    def test_functions_are_disallowed_in_expressions(self):
-        DISALLOWED = [
-            type,
-            isinstance,
-            eval,
-            getattr,
-            setattr,
-            help,
-            repr,
-            compile,
-            open,
-        ]
-
-        if simpleeval.PYTHON3:
-            exec("DISALLOWED.append(exec)")  # exec is not a function in Python2...
-
-        for f in simpleeval.DISALLOW_FUNCTIONS:
-            assert f in DISALLOWED
-
-        DF = simpleeval.DEFAULT_FUNCTIONS.copy()
-
-        for x in DISALLOWED:
-            simpleeval.DEFAULT_FUNCTIONS = DF.copy()
-            with self.assertRaises(FeatureNotAvailable):
-                s = SimpleEval()
-                s.functions["foo"] = x
-                s.eval("foo(42)")
-
-        simpleeval.DEFAULT_FUNCTIONS = DF.copy()
-
-
-if __name__ == "__main__":  # pragma: no cover
-    unittest.main()

From d6acb91e9dfa1496e906da0bf16f8f38ffe04f80 Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Mon, 9 Oct 2023 17:33:46 -0400
Subject: [PATCH 5/7] generate poetry-lock with poetry-v1.6.1

---
 poetry.lock               | 125 +-------------------------------------
 tests/core/test_mapper.py |  21 +++++--
 2 files changed, 18 insertions(+), 128 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b79bd28e7..8e0534f1f 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
 version = "0.7.13"
 description = "A configurable sidebar-enabled Sphinx theme"
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "appdirs"
 version = "1.4.4"
 description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -28,7 +26,6 @@ files = [
 name = "argcomplete"
 version = "3.1.2"
 description = "Bash tab completion for argparse"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -46,7 +43,6 @@ test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
 name = "arrow"
 version = "1.2.3"
 description = "Better dates & times for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -62,7 +58,6 @@ typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 name = "attrs"
 version = "23.1.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -84,7 +79,6 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 name = "babel"
 version = "2.12.1"
 description = "Internationalization utilities"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -99,7 +93,6 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""}
 name = "backoff"
 version = "2.2.1"
 description = "Function decoration for backoff and retry"
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -111,7 +104,6 @@ files = [
 name = "beautifulsoup4"
 version = "4.12.2"
 description = "Screen-scraping library"
-category = "main"
 optional = true
 python-versions = ">=3.6.0"
 files = [
@@ -130,7 +122,6 @@ lxml = ["lxml"]
 name = "binaryornot"
 version = "0.4.4"
 description = "Ultra-lightweight pure Python package to check if a file is binary or text."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -145,7 +136,6 @@ chardet = ">=3.0.2"
 name = "boto3"
 version = "1.28.52"
 description = "The AWS SDK for Python"
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -165,7 +155,6 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 name = "botocore"
 version = "1.31.52"
 description = "Low-level, data-driven core of boto 3."
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -185,7 +174,6 @@ crt = ["awscrt (==0.16.26)"]
 name = "certifi"
 version = "2023.7.22"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -197,7 +185,6 @@ files = [
 name = "cffi"
 version = "1.15.1"
 description = "Foreign Function Interface for Python calling C code."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -274,7 +261,6 @@ pycparser = "*"
 name = "chardet"
 version = "5.2.0"
 description = "Universal encoding detector for Python 3"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -286,7 +272,6 @@ files = [
 name = "charset-normalizer"
 version = "3.2.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -371,7 +356,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -387,7 +371,6 @@ importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -399,7 +382,6 @@ files = [
 name = "commitizen"
 version = "3.9.0"
 description = "Python commitizen client tool"
-category = "dev"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -425,7 +407,6 @@ typing-extensions = {version = ">=4.0.1,<5.0.0", markers = "python_version < \"3
 name = "commitizen-version-bump"
 version = "0.1.0"
 description = "Commitizen customized for Meltano projects (https://commitizen-tools.github.io/commitizen/customization)"
-category = "dev"
 optional = false
 python-versions = "^3.7"
 files = []
@@ -445,7 +426,6 @@ resolved_reference = "32fa072821bff397466b55be2abda62bd93e6a8d"
 name = "cookiecutter"
 version = "2.4.0"
 description = "A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -467,7 +447,6 @@ rich = "*"
 name = "coverage"
 version = "7.2.7"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -543,7 +522,6 @@ toml = ["tomli"]
 name = "cryptography"
 version = "41.0.4"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -589,7 +567,6 @@ test-randomorder = ["pytest-randomly"]
 name = "decli"
 version = "0.6.1"
 description = "Minimal, easy-to-use, declarative cli tool"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -601,7 +578,6 @@ files = [
 name = "deprecated"
 version = "1.2.14"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -619,7 +595,6 @@ dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 name = "docutils"
 version = "0.19"
 description = "Docutils -- Python Documentation Utilities"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -631,7 +606,6 @@ files = [
 name = "duckdb"
 version = "0.9.0"
 description = "DuckDB embedded database"
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -680,7 +654,6 @@ files = [
 name = "duckdb-engine"
 version = "0.9.2"
 description = "SQLAlchemy driver for duckdb"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -696,7 +669,6 @@ sqlalchemy = ">=1.3.22"
 name = "exceptiongroup"
 version = "1.1.3"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -711,7 +683,6 @@ test = ["pytest (>=6)"]
 name = "fs"
 version = "2.4.16"
 description = "Python's filesystem abstraction layer"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -731,7 +702,6 @@ scandir = ["scandir (>=1.5,<2.0)"]
 name = "fs-s3fs"
 version = "1.1.1"
 description = "Amazon S3 filesystem for PyFilesystem2"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -748,7 +718,6 @@ six = ">=1.10,<2.0"
 name = "furo"
 version = "2023.3.27"
 description = "A clean customisable Sphinx documentation theme."
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -766,7 +735,6 @@ sphinx-basic-ng = "*"
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -840,7 +808,6 @@ test = ["objgraph", "psutil"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -852,7 +819,6 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
-category = "main"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -864,7 +830,6 @@ files = [
 name = "importlib-metadata"
 version = "6.7.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -885,7 +850,6 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -904,7 +868,6 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
 name = "inflection"
 version = "0.5.1"
 description = "A port of Ruby on Rails inflector to Python"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -916,7 +879,6 @@ files = [
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -928,7 +890,6 @@ files = [
 name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -946,7 +907,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jmespath"
 version = "1.0.1"
 description = "JSON Matching Expressions"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -958,7 +918,6 @@ files = [
 name = "joblib"
 version = "1.3.2"
 description = "Lightweight pipelining with Python functions"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -970,7 +929,6 @@ files = [
 name = "jsonpath-ng"
 version = "1.6.0"
 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 = "*"
 files = [
@@ -985,7 +943,6 @@ ply = "*"
 name = "jsonschema"
 version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1009,7 +966,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "livereload"
 version = "2.6.3"
 description = "Python LiveReload is an awesome tool for web developers"
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -1025,7 +981,6 @@ tornado = {version = "*", markers = "python_version > \"2.7\""}
 name = "markdown-it-py"
 version = "2.2.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1051,7 +1006,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1111,7 +1065,6 @@ files = [
 name = "mdit-py-plugins"
 version = "0.3.5"
 description = "Collection of plugins for markdown-it-py"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1131,7 +1084,6 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "mdurl"
 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1143,7 +1095,6 @@ files = [
 name = "memoization"
 version = "0.4.0"
 description = "A powerful caching library for Python, with TTL support and multiple algorithm options. (https://github.com/lonelyenvoy/python-memoization)"
-category = "main"
 optional = false
 python-versions = ">=3, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, <4"
 files = [
@@ -1154,7 +1105,6 @@ files = [
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1238,7 +1188,6 @@ files = [
 name = "mypy"
 version = "1.4.1"
 description = "Optional static typing for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1286,7 +1235,6 @@ reports = ["lxml"]
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1298,7 +1246,6 @@ files = [
 name = "myst-parser"
 version = "1.0.0"
 description = "An extended [CommonMark](https://spec.commonmark.org/) compliant parser,"
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -1326,7 +1273,6 @@ testing-docutils = ["pygments", "pytest (>=7,<8)", "pytest-param-files (>=0.3.4,
 name = "numpy"
 version = "1.21.6"
 description = "NumPy is the fundamental package for array computing with Python."
-category = "dev"
 optional = false
 python-versions = ">=3.7,<3.11"
 files = [
@@ -1367,7 +1313,6 @@ files = [
 name = "numpy"
 version = "1.24.4"
 description = "Fundamental package for array computing in Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1405,7 +1350,6 @@ files = [
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1417,7 +1361,6 @@ files = [
 name = "pendulum"
 version = "2.1.2"
 description = "Python datetimes made easy"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 files = [
@@ -1452,7 +1395,6 @@ pytzdata = ">=2020.1"
 name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1464,7 +1406,6 @@ files = [
 name = "pluggy"
 version = "1.2.0"
 description = "plugin and hook calling mechanisms for python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1483,7 +1424,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "ply"
 version = "3.11"
 description = "Python Lex & Yacc"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1495,7 +1435,6 @@ files = [
 name = "prompt-toolkit"
 version = "3.0.39"
 description = "Library for building powerful interactive command lines in Python"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1507,7 +1446,6 @@ files = [
 name = "pyarrow"
 version = "12.0.1"
 description = "Python library for Apache Arrow"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1545,7 +1483,6 @@ numpy = ">=1.16.6"
 name = "pycparser"
 version = "2.21"
 description = "C parser in Python"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1557,7 +1494,6 @@ files = [
 name = "pygithub"
 version = "1.59.1"
 description = "Use the full Github API v3"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1575,7 +1511,6 @@ requests = ">=2.14.0"
 name = "pygments"
 version = "2.16.1"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1590,7 +1525,6 @@ plugins = ["importlib-metadata"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1611,7 +1545,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pynacl"
 version = "1.5.0"
 description = "Python binding to the Networking and Cryptography (NaCl) library"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1638,7 +1571,6 @@ tests = ["hypothesis (>=3.27.0)", "pytest (>=3.2.1,!=3.3.0)"]
 name = "pyrsistent"
 version = "0.19.3"
 description = "Persistent/Functional/Immutable data structures"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1675,7 +1607,6 @@ files = [
 name = "pytest"
 version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1719,7 +1650,6 @@ histogram = ["pygal", "pygaljs"]
 name = "pytest-durations"
 version = "1.2.0"
 description = "Pytest plugin reporting fixtures and test functions execution time."
-category = "main"
 optional = true
 python-versions = ">=3.6.2"
 files = [
@@ -1734,7 +1664,6 @@ pytest = ">=4.6"
 name = "pytest-snapshot"
 version = "0.9.0"
 description = "A plugin for snapshot testing with pytest."
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1749,7 +1678,6 @@ pytest = ">=3.0.0"
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1764,7 +1692,6 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "0.21.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1779,7 +1706,6 @@ cli = ["click (>=5.0)"]
 name = "python-slugify"
 version = "8.0.1"
 description = "A Python slugify application that also handles Unicode"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1797,7 +1723,6 @@ unidecode = ["Unidecode (>=1.1.1)"]
 name = "pytz"
 version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1809,7 +1734,6 @@ files = [
 name = "pytzdata"
 version = "2020.1"
 description = "The Olson timezone database for Python."
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1821,7 +1745,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1881,7 +1804,6 @@ files = [
 name = "questionary"
 version = "1.10.0"
 description = "Python library to build pretty command line user prompts ⭐️"
-category = "dev"
 optional = false
 python-versions = ">=3.6,<4.0"
 files = [
@@ -1899,7 +1821,6 @@ docs = ["Sphinx (>=3.3,<4.0)", "sphinx-autobuild (>=2020.9.1,<2021.0.0)", "sphin
 name = "referencing"
 version = "0.8.9"
 description = "JSON Referencing + Python"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1916,7 +1837,6 @@ yarl = "*"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1938,7 +1858,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 name = "requests-mock"
 version = "1.11.0"
 description = "Mock out responses from the requests package"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -1958,7 +1877,6 @@ test = ["fixtures", "mock", "purl", "pytest", "requests-futures", "sphinx", "tes
 name = "rich"
 version = "13.5.3"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-category = "dev"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -1978,7 +1896,6 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "s3transfer"
 version = "0.6.2"
 description = "An Amazon S3 Transfer Manager"
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -1996,7 +1913,6 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
 name = "setuptools"
 version = "68.0.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2013,7 +1929,6 @@ testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (
 name = "simpleeval"
 version = "0.9.13"
 description = "A simple, safe single expression evaluator library."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2025,7 +1940,6 @@ files = [
 name = "simplejson"
 version = "3.19.2"
 description = "Simple, fast, extensible JSON encoder/decoder for Python"
-category = "main"
 optional = false
 python-versions = ">=2.5, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2133,7 +2047,6 @@ files = [
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2145,7 +2058,6 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-category = "main"
 optional = true
 python-versions = "*"
 files = [
@@ -2157,7 +2069,6 @@ files = [
 name = "soupsieve"
 version = "2.4.1"
 description = "A modern CSS selector implementation for Beautiful Soup."
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -2169,7 +2080,6 @@ files = [
 name = "sphinx"
 version = "5.3.0"
 description = "Python documentation generator"
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -2205,7 +2115,6 @@ test = ["cython", "html5lib", "pytest (>=4.6)", "typed_ast"]
 name = "sphinx-autobuild"
 version = "2021.3.14"
 description = "Rebuild Sphinx documentation on changes, with live-reload in the browser."
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -2225,7 +2134,6 @@ test = ["pytest", "pytest-cov"]
 name = "sphinx-basic-ng"
 version = "1.0.0b2"
 description = "A modern skeleton for Sphinx themes."
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -2243,7 +2151,6 @@ docs = ["furo", "ipython", "myst-parser", "sphinx-copybutton", "sphinx-inline-ta
 name = "sphinx-copybutton"
 version = "0.5.2"
 description = "Add a copy button to each of your code cells."
-category = "main"
 optional = true
 python-versions = ">=3.7"
 files = [
@@ -2262,7 +2169,6 @@ rtd = ["ipython", "myst-nb", "sphinx", "sphinx-book-theme", "sphinx-examples"]
 name = "sphinx-inline-tabs"
 version = "2023.4.21"
 description = "Add inline tabbed content to your Sphinx documentation."
-category = "main"
 optional = true
 python-versions = ">=3.8"
 files = [
@@ -2281,7 +2187,6 @@ test = ["pytest", "pytest-cov", "pytest-xdist"]
 name = "sphinx-reredirects"
 version = "0.1.2"
 description = "Handles redirects for moved pages in Sphinx documentation projects"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2296,7 +2201,6 @@ sphinx = "*"
 name = "sphinxcontrib-applehelp"
 version = "1.0.2"
 description = "sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2312,7 +2216,6 @@ test = ["pytest"]
 name = "sphinxcontrib-devhelp"
 version = "1.0.2"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document."
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2328,7 +2231,6 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.0"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-category = "main"
 optional = true
 python-versions = ">=3.6"
 files = [
@@ -2344,7 +2246,6 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2359,7 +2260,6 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-qthelp"
 version = "1.0.3"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document."
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2375,7 +2275,6 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.5"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)."
-category = "main"
 optional = true
 python-versions = ">=3.5"
 files = [
@@ -2391,7 +2290,6 @@ test = ["pytest"]
 name = "sqlalchemy"
 version = "2.0.21"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2479,7 +2377,6 @@ sqlcipher = ["sqlcipher3-binary"]
 name = "termcolor"
 version = "2.3.0"
 description = "ANSI color formatting for output in terminal"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2494,7 +2391,6 @@ tests = ["pytest", "pytest-cov"]
 name = "text-unidecode"
 version = "1.3"
 description = "The most basic Text::Unidecode port"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2506,7 +2402,6 @@ files = [
 name = "time-machine"
 version = "2.10.0"
 description = "Travel through time in your tests."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2573,7 +2468,6 @@ python-dateutil = "*"
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2585,7 +2479,6 @@ files = [
 name = "tomlkit"
 version = "0.12.1"
 description = "Style preserving TOML library"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2597,7 +2490,6 @@ files = [
 name = "tornado"
 version = "6.2"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
@@ -2618,7 +2510,6 @@ files = [
 name = "typed-ast"
 version = "1.5.5"
 description = "a fork of Python 2 and 3 ast modules with type comment support"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2669,7 +2560,6 @@ files = [
 name = "types-jsonschema"
 version = "4.17.0.10"
 description = "Typing stubs for jsonschema"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2681,7 +2571,6 @@ files = [
 name = "types-python-dateutil"
 version = "2.8.19.14"
 description = "Typing stubs for python-dateutil"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2693,7 +2582,6 @@ files = [
 name = "types-pytz"
 version = "2023.3.1.1"
 description = "Typing stubs for pytz"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2705,7 +2593,6 @@ files = [
 name = "types-pyyaml"
 version = "6.0.12.12"
 description = "Typing stubs for PyYAML"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2717,7 +2604,6 @@ files = [
 name = "types-requests"
 version = "2.31.0.6"
 description = "Typing stubs for requests"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2732,7 +2618,6 @@ types-urllib3 = "*"
 name = "types-simplejson"
 version = "3.19.0.2"
 description = "Typing stubs for simplejson"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2744,7 +2629,6 @@ files = [
 name = "types-urllib3"
 version = "1.26.25.14"
 description = "Typing stubs for urllib3"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2756,7 +2640,6 @@ files = [
 name = "typing-extensions"
 version = "4.7.1"
 description = "Backported and Experimental Type Hints for Python 3.7+"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2768,7 +2651,6 @@ files = [
 name = "urllib3"
 version = "1.26.17"
 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 = [
@@ -2785,7 +2667,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 name = "wcwidth"
 version = "0.2.6"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2797,7 +2678,6 @@ files = [
 name = "wrapt"
 version = "1.15.0"
 description = "Module for decorators, wrappers and monkey patching."
-category = "dev"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 files = [
@@ -2882,7 +2762,6 @@ files = [
 name = "xdoctest"
 version = "1.1.1"
 description = "A rewrite of the builtin doctest module"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2910,7 +2789,6 @@ tests-strict = ["codecov (==2.0.15)", "pytest (==4.6.0)", "pytest (==4.6.0)", "p
 name = "yarl"
 version = "1.9.2"
 description = "Yet another URL library"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2999,7 +2877,6 @@ typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 name = "zipp"
 version = "3.15.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
diff --git a/tests/core/test_mapper.py b/tests/core/test_mapper.py
index cae6773ef..10f65cf8e 100644
--- a/tests/core/test_mapper.py
+++ b/tests/core/test_mapper.py
@@ -66,7 +66,7 @@ def sample_catalog_dict() -> dict:
                 ObjectType(
                     Property("id", IntegerType),
                     Property("value", OneOf(StringType, IntegerType, BooleanType)),
-                )
+                ),
             ),
         ),
     ).to_dict()
@@ -155,6 +155,19 @@ def sample_stream():
 
 @pytest.fixture
 def transform_stream_maps():
+    nested_jellybean_custom_field_1 = (
+        'dict([(x["id"], x["value"]) for x in custom_fields]).get(1)'
+    )
+    nested_jellybean_custom_field_2 = (
+        'int(dict([(x["id"], x["value"]) for x in custom_fields]).get(2)) '
+        'if dict([(x["id"], x["value"]) for x in custom_fields]).get(2) '
+        "else None"
+    )
+    nested_jellybean_custom_field_3 = (
+        'bool(dict([(x["id"], x["value"]) for x in custom_fields]).get(3)) '
+        'if dict([(x["id"], x["value"]) for x in custom_fields]).get(3) '
+        "else None"
+    )
     return {
         "repositories": {
             "repo_name": "_['name']",
@@ -168,9 +181,9 @@ def transform_stream_maps():
         },
         "nested_jellybean": {
             "custom_fields": "__NULL__",
-            "custom_field_1": 'dict([(x["id"], x["value"]) for x in custom_fields]).get(1)',
-            "custom_field_2": 'int(dict([(x["id"], x["value"]) for x in custom_fields]).get(2)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(2) else None',
-            "custom_field_3": 'bool(dict([(x["id"], x["value"]) for x in custom_fields]).get(3)) if dict([(x["id"], x["value"]) for x in custom_fields]).get(3) else None',
+            "custom_field_1": nested_jellybean_custom_field_1,
+            "custom_field_2": nested_jellybean_custom_field_2,
+            "custom_field_3": nested_jellybean_custom_field_3,
         },
     }
 

From 22ea165aa7b7aa6bff811e2826859d85077bb12c Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Tue, 10 Oct 2023 17:04:23 -0400
Subject: [PATCH 6/7] regenerate lock file

---
 poetry.lock | 464 +---------------------------------------------------
 1 file changed, 4 insertions(+), 460 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 8e0534f1f..9697e01e1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -22,23 +22,6 @@ files = [
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
 ]
 
-[[package]]
-name = "argcomplete"
-version = "3.1.2"
-description = "Bash tab completion for argparse"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "argcomplete-3.1.2-py3-none-any.whl", hash = "sha256:d97c036d12a752d1079f190bc1521c545b941fda89ad85d15afa909b4d1b9a99"},
-    {file = "argcomplete-3.1.2.tar.gz", hash = "sha256:d5d1e5efd41435260b8f85673b74ea2e883affcbec9f4230c582689e8e78251b"},
-]
-
-[package.dependencies]
-importlib-metadata = {version = ">=0.23,<7", markers = "python_version < \"3.8\""}
-
-[package.extras]
-test = ["coverage", "mypy", "pexpect", "ruff", "wheel"]
-
 [[package]]
 name = "arrow"
 version = "1.2.3"
@@ -378,50 +361,6 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
-[[package]]
-name = "commitizen"
-version = "3.9.0"
-description = "Python commitizen client tool"
-optional = false
-python-versions = ">=3.7,<4.0"
-files = [
-    {file = "commitizen-3.9.0-py3-none-any.whl", hash = "sha256:ae6a525a0acdb65437e7ba0cf4714dfb3c5f528316a0bbf4368f8e537432f815"},
-    {file = "commitizen-3.9.0.tar.gz", hash = "sha256:36630bea53a35bc2c578346d516ca6b9870f13c7e009c68265e2f098423de2a2"},
-]
-
-[package.dependencies]
-argcomplete = ">=1.12.1,<3.2"
-charset-normalizer = ">=2.1.0,<4"
-colorama = ">=0.4.1,<0.5.0"
-decli = ">=0.6.0,<0.7.0"
-importlib_metadata = ">=4.13,<7"
-jinja2 = ">=2.10.3"
-packaging = ">=19"
-pyyaml = ">=3.08"
-questionary = ">=1.4.0,<2.0.0"
-termcolor = ">=1.1,<3"
-tomlkit = ">=0.5.3,<1.0.0"
-typing-extensions = {version = ">=4.0.1,<5.0.0", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "commitizen-version-bump"
-version = "0.1.0"
-description = "Commitizen customized for Meltano projects (https://commitizen-tools.github.io/commitizen/customization)"
-optional = false
-python-versions = "^3.7"
-files = []
-develop = false
-
-[package.dependencies]
-commitizen = ">=3.0.0,<4.0.0"
-PyGithub = "^1.57"
-
-[package.source]
-type = "git"
-url = "https://github.com/meltano/commitizen-version-bump.git"
-reference = "main"
-resolved_reference = "32fa072821bff397466b55be2abda62bd93e6a8d"
-
 [[package]]
 name = "cookiecutter"
 version = "2.4.0"
@@ -563,34 +502,6 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
-[[package]]
-name = "decli"
-version = "0.6.1"
-description = "Minimal, easy-to-use, declarative cli tool"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "decli-0.6.1-py3-none-any.whl", hash = "sha256:7815ac58617764e1a200d7cadac6315fcaacc24d727d182f9878dd6378ccf869"},
-    {file = "decli-0.6.1.tar.gz", hash = "sha256:ed88ccb947701e8e5509b7945fda56e150e2ac74a69f25d47ac85ef30ab0c0f0"},
-]
-
-[[package]]
-name = "deprecated"
-version = "1.2.14"
-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-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-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
-
 [[package]]
 name = "docutils"
 version = "0.19"
@@ -1101,89 +1012,6 @@ files = [
     {file = "memoization-0.4.0.tar.gz", hash = "sha256:fde5e7cd060ef45b135e0310cfec17b2029dc472ccb5bbbbb42a503d4538a135"},
 ]
 
-[[package]]
-name = "multidict"
-version = "6.0.4"
-description = "multidict implementation"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "multidict-6.0.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0b1a97283e0c85772d613878028fec909f003993e1007eafa715b24b377cb9b8"},
-    {file = "multidict-6.0.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:eeb6dcc05e911516ae3d1f207d4b0520d07f54484c49dfc294d6e7d63b734171"},
-    {file = "multidict-6.0.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d6d635d5209b82a3492508cf5b365f3446afb65ae7ebd755e70e18f287b0adf7"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c048099e4c9e9d615545e2001d3d8a4380bd403e1a0578734e0d31703d1b0c0b"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ea20853c6dbbb53ed34cb4d080382169b6f4554d394015f1bef35e881bf83547"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:16d232d4e5396c2efbbf4f6d4df89bfa905eb0d4dc5b3549d872ab898451f569"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:36c63aaa167f6c6b04ef2c85704e93af16c11d20de1d133e39de6a0e84582a93"},
-    {file = "multidict-6.0.4-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:64bdf1086b6043bf519869678f5f2757f473dee970d7abf6da91ec00acb9cb98"},
-    {file = "multidict-6.0.4-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:43644e38f42e3af682690876cff722d301ac585c5b9e1eacc013b7a3f7b696a0"},
-    {file = "multidict-6.0.4-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:7582a1d1030e15422262de9f58711774e02fa80df0d1578995c76214f6954988"},
-    {file = "multidict-6.0.4-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:ddff9c4e225a63a5afab9dd15590432c22e8057e1a9a13d28ed128ecf047bbdc"},
-    {file = "multidict-6.0.4-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:ee2a1ece51b9b9e7752e742cfb661d2a29e7bcdba2d27e66e28a99f1890e4fa0"},
-    {file = "multidict-6.0.4-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:a2e4369eb3d47d2034032a26c7a80fcb21a2cb22e1173d761a162f11e562caa5"},
-    {file = "multidict-6.0.4-cp310-cp310-win32.whl", hash = "sha256:574b7eae1ab267e5f8285f0fe881f17efe4b98c39a40858247720935b893bba8"},
-    {file = "multidict-6.0.4-cp310-cp310-win_amd64.whl", hash = "sha256:4dcbb0906e38440fa3e325df2359ac6cb043df8e58c965bb45f4e406ecb162cc"},
-    {file = "multidict-6.0.4-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:0dfad7a5a1e39c53ed00d2dd0c2e36aed4650936dc18fd9a1826a5ae1cad6f03"},
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-description = "Library for building powerful interactive command lines in Python"
+name = "py-cpuinfo"
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+description = "Get CPU info with pure Python"
 optional = false
 python-versions = "*"
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 [[package]]
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@@ -2373,20 +2125,6 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
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 [[package]]
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-    {file = "yarl-1.9.2.tar.gz", hash = "sha256:04ab9d4b9f587c06d801c2abfe9317b77cdf996c65a90d5e84ecc45010823571"},
-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "zipp"
 version = "3.15.0"
@@ -2896,4 +2440,4 @@ testing = ["pytest", "pytest-durations"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.7.1,<4"
-content-hash = "b1e49eacb32e9a38016d024dc71b58408c92b2a41c5b6c0de7f935b9449f91c0"
+content-hash = "1074b3c2c3ec920f94b3f8503f5af099e4ff96399245e9b47415574f64321000"

From fd56bb217b5697457058e9defe35d7f1891210f4 Mon Sep 17 00:00:00 2001
From: Haleemur Ali <haleemur@gmail.com>
Date: Tue, 10 Oct 2023 17:48:43 -0400
Subject: [PATCH 7/7] ignore mypy-3.8 failures

---
 singer_sdk/mapper.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/singer_sdk/mapper.py b/singer_sdk/mapper.py
index b6e8b11db..5b19f0b07 100644
--- a/singer_sdk/mapper.py
+++ b/singer_sdk/mapper.py
@@ -13,7 +13,7 @@
 import logging
 import typing as t
 
-import simpleeval
+import simpleeval  # type: ignore[import]
 
 import singer_sdk.typing as th
 from singer_sdk.exceptions import MapExpressionError, StreamMapConfigError
@@ -409,7 +409,7 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
         if stream_map and MAPPER_FILTER_OPTION in stream_map:
             filter_rule = stream_map.pop(MAPPER_FILTER_OPTION)
             try:
-                filter_rule_parsed: ast.Expr = ast.parse(filter_rule).body[0]
+                filter_rule_parsed: ast.Expr = ast.parse(filter_rule).body[0]  # type: ignore[arg-type,assignment]
             except (SyntaxError, IndexError) as ex:
                 msg = f"Failed to parse expression {filter_rule}."
                 raise MapExpressionError(msg) from ex
@@ -489,7 +489,7 @@ def _init_functions_and_schema(  # noqa: PLR0912, PLR0915, C901
                     ).to_dict(),
                 )
                 try:
-                    parsed_def: ast.Expr = ast.parse(prop_def).body[0]
+                    parsed_def: ast.Expr = ast.parse(prop_def).body[0]  # type: ignore[assignment]
                     stream_map_parsed.append((prop_key, prop_def, parsed_def))
                 except (SyntaxError, IndexError) as ex:
                     msg = f"Failed to parse expression {prop_def}."
@@ -579,7 +579,7 @@ def transform_fn(record: dict) -> dict | None:
                 if isinstance(prop_def_parsed, ast.Expr):
                     # Apply property transform
                     result[prop_key] = self._eval(
-                        expr=prop_def,
+                        expr=prop_def,  # type: ignore[arg-type]
                         expr_parsed=prop_def_parsed,
                         record=record,
                         property_name=prop_key,