Update postgre references

Author: BenConstable9

text_2_sql/.env.example

@@ -1,7 +1,7 @@
 # Environment variables for Text2SQL
 IdentityType=<identityType> # system_assigned or user_assigned or key
 
-Text2Sql__DatabaseEngine=<DatabaseEngine> # TSQL or PostgreSQL or Snowflake or Databricks
+Text2Sql__DatabaseEngine=<DatabaseEngine> # TSQL or Postgres or Snowflake or Databricks
 Text2Sql__UseQueryCache=<Determines if the Query Cache will be used to speed up query generation. Defaults to True.> # True or False
 Text2Sql__PreRunQueryCache=<Determines if the results from the Query Cache will be pre-run to speed up answer generation. Defaults to True.> # True or False
 Text2Sql__UseColumnValueStore=<Determines if the Column Value Store will be used for schema selection Defaults to True.> # True or False
@@ -26,7 +26,7 @@ AIService__AzureSearchOptions__Text2SqlColumnValueStore__Index=<Column value sto
 Text2Sql__Tsql__ConnectionString=<Tsql databaseConnectionString if using Tsql Data Source>
 Text2Sql__Tsql__Database=<Tsql database if using Tsql Data Source>
 
-# PostgreSQL Specific Connection Details
+# Postgres Specific Connection Details
 Text2Sql__Postgres__ConnectionString=<Postgres databaseConnectionString if using Postgres Data Source and a connection string>
 Text2Sql__Postgres__Database=<Postgres database if using Postgres Data Source>
 Text2Sql__Postgres__User=<Postgres user if using Postgres Data Source and not the connections string>

text_2_sql/data_dictionary/README.md

@@ -218,7 +218,7 @@ The following Databases have pre-built scripts for them:
 - **Databricks:** `./text_2_sql_core/data_dictionary/databricks_data_dictionary_creator.py`
 - **Snowflake:** `./text_2_sql_core/data_dictionary/snowflake_data_dictionary_creator.py`
 - **TSQL:** `./text_2_sql_core/data_dictionary/tsql_data_dictionary_creator.py`
-- **PostgreSQL:** `./text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py`
+- **Postgres:** `./text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py`
 
 If there is no pre-built script for your database engine, take one of the above as a starting point and adjust it.
 

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgres_sql.py

@@ -54,7 +54,7 @@ async def query_execution(
         cast_to: any = None,
         limit=None,
     ) -> list[dict]:
-        """Run the SQL query against the PostgreSQL database asynchronously.
+        """Run the SQL query against the Postgres database asynchronously.
 
         Args:
         ----
@@ -91,7 +91,7 @@ async def query_execution(
                 "host": os.environ["Text2Sql__Postgres__ServerHostname"],
             }
 
-        # Establish an asynchronous connection to the PostgreSQL database
+        # Establish an asynchronous connection to the Postgres database
         async with await psycopg.AsyncConnection.connect(
             **postgres_connections
         ) as conn:

text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/postgres_data_dictionary_creator.py

@@ -24,7 +24,7 @@ def __init__(self, **kwargs):
 
     @property
     def extract_table_entities_sql_query(self) -> str:
-        """A property to extract table entities from a PostgreSQL database."""
+        """A property to extract table entities from a Postgres database."""
         return """SELECT
             t.table_name AS "Entity",
             t.table_schema AS "EntitySchema",
@@ -46,7 +46,7 @@ def extract_table_entities_sql_query(self) -> str:
 
     @property
     def extract_view_entities_sql_query(self) -> str:
-        """A property to extract view entities from a PostgreSQL database."""
+        """A property to extract view entities from a Postgres database."""
         return """SELECT
             v.table_name AS "Entity",
             v.table_schema AS "EntitySchema",
@@ -65,7 +65,7 @@ def extract_view_entities_sql_query(self) -> str:
             "EntitySchema", "Entity";"""
 
     def extract_columns_sql_query(self, entity: EntityItem) -> str:
-        """A property to extract column information from a PostgreSQL database."""
+        """A property to extract column information from a Postgres database."""
         return f"""SELECT
             c.attname AS "Name",
             t.typname AS "DataType",
@@ -89,7 +89,7 @@ def extract_columns_sql_query(self, entity: EntityItem) -> str:
 
     @property
     def extract_entity_relationships_sql_query(self) -> str:
-        """A property to extract entity relationships from a PostgreSQL database."""
+        """A property to extract entity relationships from a Postgres database."""
         return """SELECT
             fk_schema.nspname AS "EntitySchema",
             fk_tab.relname AS "Entity",