PostgreSQL Support

deploy_ai_search/pyproject.toml

@@ -26,3 +26,14 @@ dev = [
 
 [tool.uv.sources]
 text_2_sql_core = { workspace = true }
+
+[project.optional-dependencies]
+snowflake = [
+    "text_2_sql_core[snowflake]",
+]
+databricks = [
+    "text_2_sql_core[databricks]",
+]
+postgresql = [
+    "text_2_sql_core[postgresql]",
+]

deploy_ai_search/src/deploy_ai_search/text_2_sql_schema_store.py

@@ -26,6 +26,7 @@
 )
 import os
 from text_2_sql_core.utils.database import DatabaseEngine
+from text_2_sql_core.connectors.factory import ConnectorFactory
 
 
 class Text2SqlSchemaStoreAISearch(AISearch):
@@ -49,29 +50,13 @@ def __init__(
             os.environ["Text2Sql__DatabaseEngine"].upper()
         ]
 
+        self.database_connector = ConnectorFactory.get_database_connector()
+
         if single_data_dictionary_file:
             self.parsing_mode = BlobIndexerParsingMode.JSON_ARRAY
         else:
             self.parsing_mode = BlobIndexerParsingMode.JSON
 
-    @property
-    def excluded_fields_for_database_engine(self):
-        """A method to get the excluded fields for the database engine."""
-
-        all_engine_specific_fields = ["Warehouse", "Database", "Catalog"]
-        if self.database_engine == DatabaseEngine.SNOWFLAKE:
-            engine_specific_fields = ["Warehouse", "Database"]
-        elif self.database_engine == DatabaseEngine.TSQL:
-            engine_specific_fields = ["Database"]
-        elif self.database_engine == DatabaseEngine.DATABRICKS:
-            engine_specific_fields = ["Catalog"]
-
-        return [
-            field
-            for field in all_engine_specific_fields
-            if field not in engine_specific_fields
-        ]
-
     def get_index_fields(self) -> list[SearchableField]:
         """This function returns the index fields for sql index.
 
@@ -196,7 +181,7 @@ def get_index_fields(self) -> list[SearchableField]:
         fields = [
             field
             for field in fields
-            if field.name not in self.excluded_fields_for_database_engine
+            if field.name not in self.database_connector.excluded_engine_specific_fields
         ]
 
         return fields

text_2_sql/autogen/pyproject.toml

@@ -11,7 +11,7 @@ dependencies = [
     "autogen-ext[azure,openai]==0.4.0.dev11",
     "grpcio>=1.68.1",
     "pyyaml>=6.0.2",
-    "text_2_sql_core[snowflake,databricks]",
+    "text_2_sql_core",
 ]
 
 [dependency-groups]
@@ -28,3 +28,14 @@ dev = [
 
 [tool.uv.sources]
 text_2_sql_core = { workspace = true }
+
+[project.optional-dependencies]
+snowflake = [
+    "text_2_sql_core[snowflake]",
+]
+databricks = [
+    "text_2_sql_core[databricks]",
+]
+postgresql = [
+    "text_2_sql_core[postgresql]",
+]

text_2_sql/text_2_sql_core/pyproject.toml

@@ -46,6 +46,10 @@ databricks = [
     "databricks-sql-connector>=3.0.1",
     "pyarrow>=14.0.2,<17",
 ]
+postgresql = [
+    "psycopg>=3.2.3",
+]
+
 
 [build-system]
 requires = ["hatchling"]

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/databricks_sql.py

@@ -8,7 +8,7 @@
 import logging
 import json
 
-from text_2_sql_core.utils.database import DatabaseEngine
+from text_2_sql_core.utils.database import DatabaseEngine, DatabaseEngineSpecificFields
 
 
 class DatabricksSqlConnector(SqlConnector):
@@ -17,6 +17,11 @@ def __init__(self):
 
         self.database_engine = DatabaseEngine.DATABRICKS
 
+    @property
+    def engine_specific_fields(self) -> list[str]:
+        """Get the engine specific fields."""
+        return [DatabaseEngineSpecificFields.CATALOG]
+
     @property
     def invalid_identifiers(self) -> list[str]:
         """Get the invalid identifiers upon which a sql query is rejected."""

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/factory.py

@@ -25,6 +25,12 @@ def get_database_connector():
                 from text_2_sql_core.connectors.tsql_sql import TSQLSqlConnector
 
                 return TSQLSqlConnector()
+            elif os.environ["Text2Sql__DatabaseEngine"].upper() == "POSTGRESQL":
+                from text_2_sql_core.connectors.postgresql_sql import (
+                    PostgresqlSqlConnector,
+                )
+
+                return PostgresqlSqlConnector()
             else:
                 raise ValueError(
                     f"""Database engine {

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/postgresql_sql.py

@@ -0,0 +1,126 @@
+# Copyright (c) Microsoft Corporation.
+# Licensed under the MIT License.
+from text_2_sql_core.connectors.sql import SqlConnector
+import psycopg
+from typing import Annotated
+import os
+import logging
+import json
+
+from text_2_sql_core.utils.database import DatabaseEngine, DatabaseEngineSpecificFields
+
+
+class PostgresqlSqlConnector(SqlConnector):
+    def __init__(self):
+        super().__init__()
+
+        self.database_engine = DatabaseEngine.POSTGRESQL
+
+    @property
+    def engine_specific_fields(self) -> list[str]:
+        """Get the engine specific fields."""
+        return [DatabaseEngineSpecificFields.DATABASE]
+
+    @property
+    def invalid_identifiers(self) -> list[str]:
+        """Get the invalid identifiers upon which a sql query is rejected."""
+
+        return [
+            "CURRENT_USER",  # Returns the name of the current user
+            "SESSION_USER",  # Returns the name of the user that initiated the session
+            "USER",  # Returns the name of the current user
+            "CURRENT_ROLE",  # Returns the current role
+            "CURRENT_DATABASE",  # Returns the name of the current database
+            "CURRENT_SCHEMA()",  # Returns the name of the current schema
+            "CURRENT_SETTING()",  # Returns the value of a specified configuration parameter
+            "PG_CURRENT_XACT_ID()",  # Returns the current transaction ID
+            # (if the extension is enabled) Provides a view of query statistics
+            "PG_STAT_STATEMENTS()",
+            "PG_SLEEP()",  # Delays execution by the specified number of seconds
+            "CLIENT_ADDR()",  # Returns the IP address of the client (from pg_stat_activity)
+            "CLIENT_HOSTNAME()",  # Returns the hostname of the client (from pg_stat_activity)
+            "PGP_SYM_DECRYPT()",  # (from pgcrypto extension) Symmetric decryption function
+            "PGP_PUB_DECRYPT()",  # (from pgcrypto extension) Asymmetric decryption function
+        ]
+
+    async def query_execution(
+        self,
+        sql_query: Annotated[str, "The SQL query to run against the database."],
+        cast_to: any = None,
+        limit=None,
+    ) -> list[dict]:
+        """Run the SQL query against the PostgreSQL database asynchronously.
+
+        Args:
+        ----
+            sql_query (str): The SQL query to run against the database.
+
+        Returns:
+        -------
+            list[dict]: The results of the SQL query.
+        """
+        logging.info(f"Running query: {sql_query}")
+        results = []
+        connection_string = os.environ["Text2Sql__DatabaseConnectionString"]
+
+        # Establish an asynchronous connection to the PostgreSQL database
+        async with psycopg.AsyncConnection.connect(connection_string) as conn:
+            # Create an asynchronous cursor
+            async with conn.cursor() as cursor:
+                await cursor.execute(sql_query)
+
+                # Fetch column names
+                columns = [column[0] for column in cursor.description]
+
+                # Fetch rows based on the limit
+                if limit is not None:
+                    rows = await cursor.fetchmany(limit)
+                else:
+                    rows = await cursor.fetchall()
+
+                # Process the rows
+                for row in rows:
+                    if cast_to:
+                        results.append(cast_to.from_sql_row(row, columns))
+                    else:
+                        results.append(dict(zip(columns, row)))
+
+        logging.debug("Results: %s", results)
+        return results
+
+    async def get_entity_schemas(
+        self,
+        text: Annotated[
+            str,
+            "The text to run a semantic search against. Relevant entities will be returned.",
+        ],
+        excluded_entities: Annotated[
+            list[str],
+            "The entities to exclude from the search results. Pass the entity property of entities (e.g. 'SalesLT.Address') you already have the schemas for to avoid getting repeated entities.",
+        ] = [],
+        as_json: bool = True,
+    ) -> str:
+        """Gets the schema of a view or table in the SQL Database by selecting the most relevant entity based on the search term. Several entities may be returned.
+
+        Args:
+        ----
+            text (str): The text to run the search against.
+
+        Returns:
+            str: The schema of the views or tables in JSON format.
+        """
+
+        schemas = await self.ai_search_connector.get_entity_schemas(
+            text, excluded_entities
+        )
+
+        for schema in schemas:
+            schema["SelectFromEntity"] = ".".join([schema["Schema"], schema["Entity"]])
+
+            del schema["Entity"]
+            del schema["Schema"]
+
+        if as_json:
+            return json.dumps(schemas, default=str)
+        else:
+            return schemas

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/snowflake_sql.py

@@ -8,7 +8,7 @@
 import logging
 import json
 
-from text_2_sql_core.utils.database import DatabaseEngine
+from text_2_sql_core.utils.database import DatabaseEngine, DatabaseEngineSpecificFields
 
 
 class SnowflakeSqlConnector(SqlConnector):
@@ -17,6 +17,14 @@ def __init__(self):
 
         self.database_engine = DatabaseEngine.SNOWFLAKE
 
+    @property
+    def engine_specific_fields(self) -> list[str]:
+        """Get the engine specific fields."""
+        return [
+            DatabaseEngineSpecificFields.WAREHOUSE,
+            DatabaseEngineSpecificFields.DATABASE,
+        ]
+
     @property
     def invalid_identifiers(self) -> list[str]:
         """Get the invalid identifiers upon which a sql query is rejected."""

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/sql.py

@@ -10,6 +10,7 @@
 from abc import ABC, abstractmethod
 from jinja2 import Template
 import json
+from text_2_sql_core.utils.database import DatabaseEngineSpecificFields
 
 
 class SqlConnector(ABC):
@@ -36,6 +37,22 @@ def invalid_identifiers(self) -> list[str]:
         """Get the invalid identifiers upon which a sql query is rejected."""
         pass
 
+    @property
+    @abstractmethod
+    def engine_specific_fields(self) -> list[str]:
+        """Get the engine specific fields."""
+        pass
+
+    @property
+    def excluded_engine_specific_fields(self):
+        """A method to get the excluded fields for the database engine."""
+
+        return [
+            field.value.capitalize()
+            for field in DatabaseEngineSpecificFields
+            if field not in self.engine_specific_fields
+        ]
+
     @abstractmethod
     async def query_execution(
         self,
@@ -155,7 +172,7 @@ def handle_node(node):
 
             for token in expressions + identifiers:
                 if isinstance(token, Parameter):
-                    identifier = token.this.this
+                    identifier = str(token.this.this).upper()
                 else:
                     identifier = str(token).strip("()").upper()
 

text_2_sql/text_2_sql_core/src/text_2_sql_core/connectors/tsql_sql.py

@@ -7,7 +7,7 @@
 import logging
 import json
 
-from text_2_sql_core.utils.database import DatabaseEngine
+from text_2_sql_core.utils.database import DatabaseEngine, DatabaseEngineSpecificFields
 
 
 class TSQLSqlConnector(SqlConnector):
@@ -16,6 +16,11 @@ def __init__(self):
 
         self.database_engine = DatabaseEngine.TSQL
 
+    @property
+    def engine_specific_fields(self) -> list[str]:
+        """Get the engine specific fields."""
+        return [DatabaseEngineSpecificFields.DATABASE]
+
     @property
     def invalid_identifiers(self) -> list[str]:
         """Get the invalid identifiers upon which a sql query is rejected."""

text_2_sql/text_2_sql_core/src/text_2_sql_core/data_dictionary/data_dictionary_creator.py

@@ -11,7 +11,6 @@
 import random
 import re
 import networkx as nx
-from text_2_sql_core.utils.database import DatabaseEngine
 from tenacity import retry, stop_after_attempt, wait_exponential
 from text_2_sql_core.connectors.open_ai import OpenAIConnector
 
@@ -751,21 +750,9 @@ async def build_entity_entry(self, entity: EntityItem) -> EntityItem:
     def excluded_fields_for_database_engine(self):
         """A method to get the excluded fields for the database engine."""
 
-        all_engine_specific_fields = ["Warehouse", "Database", "Catalog"]
-        if self.database_engine == DatabaseEngine.SNOWFLAKE:
-            engine_specific_fields = ["Warehouse", "Database"]
-        elif self.database_engine == DatabaseEngine.TSQL:
-            engine_specific_fields = ["Database"]
-        elif self.database_engine == DatabaseEngine.DATABRICKS:
-            engine_specific_fields = ["Catalog"]
-        else:
-            engine_specific_fields = []
-
         # Determine top-level fields to exclude
         filtered_entitiy_specific_fields = {
-            field.lower(): ...
-            for field in all_engine_specific_fields
-            if field not in engine_specific_fields
+            field.lower(): ... for field in self.excluded_engine_specific_fields
         }
 
         if filtered_entitiy_specific_fields: