Repository: SneaksAndData/adapta (language: python)

Issue:
[BUG] Truncate in materialize table
Following snippet is needed from the data integrator, I forgot to check this in the review

```python
if if_exists == 'truncate':
    if self.connection.dialect.name == "sqlite":
        self.connection.execute(f'DELETE FROM {schema}.{name}')
    else:
        self.connection.execute(f'TRUNCATE TABLE {schema}.{name}')
    if_exists = 'append'
```


Discussion / hints:

Fix patch:
diff --git a/poetry.lock b/poetry.lock
index ec3c3140..6603d0ad 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -22,17 +22,17 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "attrs"
-version = "21.4.0"
+version = "22.1.0"
 description = "Classes Without Boilerplate"
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.5"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope-interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope-interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
 docs = ["furo", "sphinx", "zope-interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope-interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "zope-interface", "cloudpickle"]
+tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "mypy (>=0.900,!=0.940)", "pytest-mypy-plugins", "cloudpickle"]
 
 [[package]]
 name = "azure-common"
@@ -44,11 +44,11 @@ python-versions = "*"
 
 [[package]]
 name = "azure-core"
-version = "1.24.2"
+version = "1.25.0"
 description = "Microsoft Azure Core Library for Python"
 category = "main"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 requests = ">=2.18.4"
@@ -411,8 +411,8 @@ python-versions = "*"
 [package.dependencies]
 msal = ">=0.4.1,<2.0.0"
 portalocker = [
-    {version = ">=1.0,<3", markers = "python_version >= \"3.5\" and platform_system != \"Windows\""},
     {version = ">=1.6,<3", markers = "python_version >= \"3.5\" and platform_system == \"Windows\""},
+    {version = ">=1.0,<3", markers = "python_version >= \"3.5\" and platform_system != \"Windows\""},
 ]
 
 [[package]]
@@ -431,7 +431,7 @@ requests = ">=2.16,<3.0"
 requests-oauthlib = ">=0.5.0"
 
 [package.extras]
-async = ["aiodns", "aiohttp (>=3.0)"]
+async = ["aiohttp (>=3.0)", "aiodns"]
 
 [[package]]
 name = "numpy"
@@ -536,7 +536,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pyarrow"
-version = "8.0.0"
+version = "9.0.0"
 description = "Python library for Apache Arrow"
 category = "main"
 optional = false
@@ -592,10 +592,10 @@ python-versions = ">=3.6"
 cryptography = {version = ">=3.3.1", optional = true, markers = "extra == \"crypto\""}
 
 [package.extras]
+tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
+docs = ["zope-interface", "sphinx-rtd-theme", "sphinx"]
+dev = ["pre-commit", "mypy", "coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)", "cryptography (>=3.3.1)", "zope-interface", "sphinx-rtd-theme", "sphinx"]
 crypto = ["cryptography (>=3.3.1)"]
-dev = ["sphinx", "sphinx-rtd-theme", "zope-interface", "cryptography (>=3.3.1)", "pytest (>=6.0.0,<7.0.0)", "coverage[toml] (==5.0.4)", "mypy", "pre-commit"]
-docs = ["sphinx", "sphinx-rtd-theme", "zope-interface"]
-tests = ["pytest (>=6.0.0,<7.0.0)", "coverage[toml] (==5.0.4)"]
 
 [[package]]
 name = "pylint"
@@ -760,7 +760,7 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rsa"
-version = "4.8"
+version = "4.9"
 description = "Pure-Python RSA implementation"
 category = "main"
 optional = true
@@ -771,15 +771,15 @@ pyasn1 = ">=0.1.3"
 
 [[package]]
 name = "setuptools"
-version = "63.2.0"
+version = "63.4.1"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-reredirects", "sphinxcontrib-towncrier", "furo"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-enabler (>=1.3)", "pytest-perf", "mock", "flake8-2020", "virtualenv (>=13.0.0)", "wheel", "pip (>=19.1)", "jaraco.envs (>=2.2)", "pytest-xdist", "jaraco.path (>=3.2.0)", "build", "filelock (>=3.4.0)", "pip-run (>=8.8)", "ini2toml[lite] (>=0.9)", "tomli-w (>=1.0.0)", "pytest-black (>=0.3.7)", "pytest-cov", "pytest-mypy (>=0.9.1)"]
+docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)", "sphinx-notfound-page (==0.8.3)", "sphinx-hoverxref (<2)", "pygments-github-lexers (==0.0.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-reredirects", "sphinxcontrib-towncrier", "furo"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-enabler (>=1.3)", "pytest-perf", "mock", "flake8-2020", "virtualenv (>=13.0.0)", "wheel", "pip (>=19.1)", "jaraco.envs (>=2.2)", "pytest-xdist", "jaraco.path (>=3.2.0)", "build", "filelock (>=3.4.0)", "pip-run (>=8.8)", "ini2toml[lite] (>=0.9)", "tomli-w (>=1.0.0)", "pytest-black (>=0.3.7)", "pytest-cov", "pytest-mypy (>=0.9.1)"]
 testing-integration = ["pytest", "pytest-xdist", "pytest-enabler", "virtualenv (>=13.0.0)", "tomli", "wheel", "jaraco.path (>=3.2.0)", "jaraco.envs (>=2.2)", "build", "filelock (>=3.4.0)"]
 
 [[package]]
@@ -868,7 +868,7 @@ six = ">=1.0,<2.0"
 
 [[package]]
 name = "urllib3"
-version = "1.26.10"
+version = "1.26.11"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 category = "main"
 optional = false
@@ -912,300 +912,42 @@ python-versions = "^3.8"
 content-hash = "8caa1d03e3a8511e5d3b08bd0b3077269c29d4464c6b5e2981a3355533e40a07"
 
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+websocket-client = []
+wrapt = []
diff --git a/proteus/storage/database/odbc.py b/proteus/storage/database/odbc.py
index c31d0786..1c7d35bc 100644
--- a/proteus/storage/database/odbc.py
+++ b/proteus/storage/database/odbc.py
@@ -9,11 +9,10 @@
 import sqlalchemy
 from sqlalchemy.connectors import pyodbc
 from sqlalchemy.engine import URL
-from sqlalchemy.exc import SQLAlchemyError
+from sqlalchemy.exc import SQLAlchemyError, OperationalError
 
 from proteus.logs import ProteusLogger
-from proteus.storage.database.models import DatabaseType
-from proteus.storage.database.models import SqlAlchemyDialect
+from proteus.storage.database.models import DatabaseType, SqlAlchemyDialect
 
 
 class OdbcClient(ABC):
@@ -136,7 +135,7 @@ def materialize(
             data: pandas.DataFrame,
             schema: str,
             name: str,
-            overwrite: bool = True
+            overwrite: bool = False,
     ) -> Optional[int]:
         """
           Materialize dataframe as a table in a database.
@@ -144,21 +143,27 @@ def materialize(
         :param data: Dataframe to materialize as a table.
         :param schema: Schema of a table.
         :param name: Name of a table.
-        :param overwrite: Whether to append or overwrite the data, including schema.
+        :param overwrite: Whether to overwrite or append the data.
         :return:
         """
-
         try:
             if overwrite:
-                self._get_connection().execute(f"DROP TABLE IF EXISTS {schema}.{name}")
+                try:
+                    if self._dialect.dialect == DatabaseType.SQLITE_ODBC.value.dialect:
+                        self._get_connection().execute(f'DELETE FROM {schema}.{name}')
+                    else:
+                        self._get_connection().execute(f'TRUNCATE TABLE {schema}.{name}')
+                except OperationalError as ex:
+                    # The table does not exist. Do nothing and let the Pandas API handle the creation of the table.
+                    self._logger.warning(f"Error truncating {schema}.{name}, now creating table without truncating.", schema=schema, table=name, exception=ex)
 
             return data.to_sql(
                 name=name,
                 schema=schema,
                 con=self._get_connection(),
                 index=False,
-                if_exists='append' if not overwrite else 'replace',
+                if_exists='append',
             )
         except SQLAlchemyError as ex:
-            self._logger.error("Error while materializing a dataframe into {schema}.{table}", schema=schema, table=name, exception=ex)
+            self._logger.error(f"Error while materializing a dataframe into {schema}.{name}", schema=schema, table=name, exception=ex)
             return None


Test patch:
diff --git a/tests/test_storage_databases_odbc.py b/tests/test_storage_databases_odbc.py
index 9a309fb2..23ff9407 100644
--- a/tests/test_storage_databases_odbc.py
+++ b/tests/test_storage_databases_odbc.py
@@ -1,9 +1,5 @@
 import pandas
-
-from proteus.logs.models import LogLevel
-from proteus.logs import ProteusLogger
 from proteus.storage.database.odbc import OdbcClient
-from proteus.storage.database.models import DatabaseType
 
 
 def sku_data():
@@ -31,7 +27,7 @@ def test_materialize(sqlite: OdbcClient):
             data=sku_data(),
             schema='main',
             name='sku',
-            overwrite=True
+            overwrite=True,
         )
 
         result = sqlite.query("SELECT * FROM main.sku")