From 6bd0fd66c6940aad25bb332d04fe6123f51ba4ae Mon Sep 17 00:00:00 2001 From: Tanmaypatil123 Date: Sun, 29 Oct 2023 11:48:38 +0530 Subject: [PATCH 1/5] removed outdated sqlalchemy databricks --- docs/connectors.md | 1 + examples/from_databricks.py | 1 + pandasai/connectors/base.py | 1 + pandasai/connectors/databricks.py | 2 +- pandasai/helpers/openai_info.py | 8 ++-- poetry.lock | 72 +++++------------------------ pyproject.toml | 2 +- tests/connectors/test_databricks.py | 1 + 8 files changed, 22 insertions(+), 66 deletions(-) diff --git a/docs/connectors.md b/docs/connectors.md index 58d11a970..10cfe164c 100644 --- a/docs/connectors.md +++ b/docs/connectors.md @@ -186,6 +186,7 @@ databricks_connector = DatabricksConnector( "port": 443, "table": "loan_payments_data", "httpPath": "/sql/1.0/warehouses/213421312", + "catalog":"sample", "where": [ # this is optional and filters the data to # reduce the size of the dataframe diff --git a/examples/from_databricks.py b/examples/from_databricks.py index ad5816bf7..507ff36c5 100644 --- a/examples/from_databricks.py +++ b/examples/from_databricks.py @@ -13,6 +13,7 @@ "port": 443, "table": "loan_payments_data", "httpPath": "/sql/1.0/warehouses/213421312", + "catalog": "sample", "where": [ # this is optional and filters the data to # reduce the size of the dataframe diff --git a/pandasai/connectors/base.py b/pandasai/connectors/base.py index 3193616bf..5a45e594b 100644 --- a/pandasai/connectors/base.py +++ b/pandasai/connectors/base.py @@ -92,6 +92,7 @@ class DatabricksConnectorConfig(SQLBaseConnectorConfig): port: int token: str httpPath: str + catalog: str class BaseConnector(ABC): diff --git a/pandasai/connectors/databricks.py b/pandasai/connectors/databricks.py index 0f70b980b..e2472b38c 100644 --- a/pandasai/connectors/databricks.py +++ b/pandasai/connectors/databricks.py @@ -46,7 +46,7 @@ def _init_connection(self, config: DatabricksConnectorConfig): """ self._engine = create_engine( - f"{config.dialect}://token:{config.token}@{config.host}:{config.port}?http_path={config.httpPath}" + f"{config.dialect}://token:{config.token}@{config.host}:{config.port}?http_path={config.httpPath}&catalog={config.catalog}&schema={config.database}" ) self._connection = self._engine.connect() diff --git a/pandasai/helpers/openai_info.py b/pandasai/helpers/openai_info.py index 8d13985f0..475ee0874 100644 --- a/pandasai/helpers/openai_info.py +++ b/pandasai/helpers/openai_info.py @@ -74,10 +74,10 @@ def standardize_model_name( if "ft:" in model_name: model_name = model_name.split(":")[1] + "-finetuned" if is_completion and ( - model_name.startswith("gpt-4") - or model_name.startswith("gpt-3.5") - or model_name.startswith("gpt-35") - or "finetuned" in model_name + model_name.startswith("gpt-4") + or model_name.startswith("gpt-3.5") + or model_name.startswith("gpt-35") + or "finetuned" in model_name ): # The cost of completion token is different from # the cost of prompt tokens. diff --git a/poetry.lock b/poetry.lock index fc8568ec7..1612ccd2b 100644 --- a/poetry.lock +++ b/poetry.lock @@ -126,7 +126,7 @@ frozenlist = ">=1.1.0" name = "alembic" version = "1.12.0" description = "A database migration tool for SQLAlchemy." -optional = true +optional = false python-versions = ">=3.7" files = [ {file = "alembic-1.12.0-py3-none-any.whl", hash = "sha256:03226222f1cf943deee6c85d9464261a6c710cd19b4fe867a3ad1f25afda610f"}, @@ -270,7 +270,7 @@ files = [ name = "beautifulsoup4" version = "4.12.2" description = "Screen-scraping library" -optional = false +optional = true python-versions = ">=3.6.0" files = [ {file = "beautifulsoup4-4.12.2-py3-none-any.whl", hash = "sha256:bd2520ca0d9d7d12694a53d44ac482d181b4ec1888909b035a3dbf40d0f57d4a"}, @@ -835,7 +835,7 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"] name = "databricks-sql-connector" version = "2.9.3" description = "Databricks SQL Connector for Python" -optional = true +optional = false python-versions = ">=3.7.1,<4.0.0" files = [ {file = "databricks_sql_connector-2.9.3-py3-none-any.whl", hash = "sha256:e37b5aa8bea22e84a9920e87ad9ba6cafbe656008c180a790baa53b711dd9889"}, @@ -967,7 +967,7 @@ files = [ name = "et-xmlfile" version = "1.1.0" description = "An implementation of lxml.xmlfile for the standard library" -optional = true +optional = false python-versions = ">=3.6" files = [ {file = "et_xmlfile-1.1.0-py3-none-any.whl", hash = "sha256:a2ba85d1d6a74ef63837eed693bcb89c3f752169b0e3e7ae5b16ca5e1b3deada"}, @@ -1234,16 +1234,6 @@ smb = ["smbprotocol"] ssh = ["paramiko"] tqdm = ["tqdm"] -[[package]] -name = "future" -version = "0.18.3" -description = "Clean single-source support for Python 3 and 2" -optional = true -python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" -files = [ - {file = "future-0.18.3.tar.gz", hash = "sha256:34a17436ed1e96697a86f9de3d15a3b0be01d8bc8de9c1dffd59fb8234ed5307"}, -] - [[package]] name = "ggplot" version = "0.11.5" @@ -2379,7 +2369,7 @@ source = ["Cython (>=0.29.35)"] name = "lz4" version = "4.3.2" description = "LZ4 Bindings for Python" -optional = true +optional = false python-versions = ">=3.7" files = [ {file = "lz4-4.3.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1c4c100d99eed7c08d4e8852dd11e7d1ec47a3340f49e3a96f8dfbba17ffb300"}, @@ -2428,7 +2418,7 @@ tests = ["psutil", "pytest (!=3.3.0)", "pytest-cov"] name = "mako" version = "1.2.4" description = "A super-fast templating language that borrows the best ideas from the existing templating languages." -optional = true +optional = false python-versions = ">=3.7" files = [ {file = "Mako-1.2.4-py3-none-any.whl", hash = "sha256:c97c79c018b9165ac9922ae4f32da095ffd3c4e6872b45eded42926deea46818"}, @@ -2971,7 +2961,7 @@ files = [ name = "oauthlib" version = "3.2.2" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" -optional = true +optional = false python-versions = ">=3.6" files = [ {file = "oauthlib-3.2.2-py3-none-any.whl", hash = "sha256:8139f29aac13e25d502680e9e19963e83f16838d48a0d71c287fe40e7067fbca"}, @@ -3023,7 +3013,7 @@ pydantic = ">=1.8.2" name = "openpyxl" version = "3.1.2" description = "A Python library to read/write Excel 2010 xlsx/xlsm files" -optional = true +optional = false python-versions = ">=3.6" files = [ {file = "openpyxl-3.1.2-py2.py3-none-any.whl", hash = "sha256:f91456ead12ab3c6c2e9491cf33ba6d08357d802192379bb482f1033ade496f5"}, @@ -3449,7 +3439,7 @@ tests = ["pytest"] name = "pyarrow" version = "13.0.0" description = "Python library for Apache Arrow" -optional = true +optional = false python-versions = ">=3.8" files = [ {file = "pyarrow-13.0.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:1afcc2c33f31f6fb25c92d50a86b7a9f076d38acbcb6f9e74349636109550148"}, @@ -3648,28 +3638,6 @@ files = [ [package.extras] plugins = ["importlib-metadata"] -[[package]] -name = "pyhive" -version = "0.7.0" -description = "Python interface to Hive" -optional = true -python-versions = "*" -files = [ - {file = "PyHive-0.7.0.tar.gz", hash = "sha256:585beff9578a61b99aed47140fec97e26323e8c685a5b5d0c8550a8ebf8a24e0"}, -] - -[package.dependencies] -future = "*" -python-dateutil = "*" - -[package.extras] -hive = ["sasl (>=0.2.1)", "thrift (>=0.10.0)", "thrift_sasl (>=0.1.0)"] -hive-pure-sasl = ["pure-sasl (>=0.6.2)", "thrift (>=0.10.0)", "thrift_sasl (>=0.1.0)"] -kerberos = ["requests_kerberos (>=0.12.0)"] -presto = ["requests (>=1.0.0)"] -sqlalchemy = ["sqlalchemy (>=1.3.0)"] -trino = ["requests (>=1.0.0)"] - [[package]] name = "pyjwt" version = "2.8.0" @@ -4431,7 +4399,7 @@ files = [ name = "soupsieve" version = "2.5" description = "A modern CSS selector implementation for Beautiful Soup." -optional = false +optional = true python-versions = ">=3.8" files = [ {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"}, @@ -4509,22 +4477,6 @@ postgresql-psycopg2cffi = ["psycopg2cffi"] pymysql = ["pymysql", "pymysql (<1)"] sqlcipher = ["sqlcipher3-binary"] -[[package]] -name = "sqlalchemy-databricks" -version = "0.2.0" -description = "SQLAlchemy Dialect for Databricks" -optional = true -python-versions = ">=3.8,<4.0" -files = [ - {file = "sqlalchemy-databricks-0.2.0.tar.gz", hash = "sha256:d6efc02643962a1841eeb9139b942efc0246440c9cef3e7f7ebb3ea8d38eb5c0"}, - {file = "sqlalchemy_databricks-0.2.0-py3-none-any.whl", hash = "sha256:c0c34e85727c289f742c258ce236fe7c95bcc4bcc3a2872b724cc2da20f4db8c"}, -] - -[package.dependencies] -databricks-sql-connector = ">=2,<3" -PyHive = ">=0,<1" -SQLAlchemy = ">=1,<2" - [[package]] name = "stack-data" version = "0.6.3" @@ -4681,7 +4633,7 @@ files = [ name = "thrift" version = "0.16.0" description = "Python bindings for the Apache Thrift RPC system" -optional = true +optional = false python-versions = "*" files = [ {file = "thrift-0.16.0.tar.gz", hash = "sha256:2b5b6488fcded21f9d312aa23c9ff6a0195d0f6ae26ddbd5ad9e3e25dfc14408"}, @@ -5113,4 +5065,4 @@ yfinance = ["yfinance"] [metadata] lock-version = "2.0" python-versions = ">=3.9,<3.9.7 || >3.9.7,<4.0" -content-hash = "c70c453dd85c2f7881cae7e27ad477530ea05cc66ab356e81499ab4e946603a7" +content-hash = "4d4d98bab35337e45849c6f4bd14b2ba6e41a3654d4495bbbe9fa4f0339722a8" diff --git a/pyproject.toml b/pyproject.toml index 4743cf54f..9631083c0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -37,8 +37,8 @@ openpyxl = { version = "^3.0.7", optional = true } pymysql = { version = "^1.1.0", optional = true } psycopg2 = { version = "^2.9.7", optional = true } yfinance = { version = "^0.2.28", optional = true } -sqlalchemy-databricks = { version = "^0.2.0", optional = true } snowflake-sqlalchemy = { version = "^1.5.0", optional = true } +databricks-sql-connector = {extras = ["sqlalchemy"], version = "^2.9.3", optional = true } [tool.poetry.group.dev.dependencies] black = "^23.3.0" diff --git a/tests/connectors/test_databricks.py b/tests/connectors/test_databricks.py index 0c4292f2f..84e606fbf 100644 --- a/tests/connectors/test_databricks.py +++ b/tests/connectors/test_databricks.py @@ -24,6 +24,7 @@ def setUp(self, mock_create_engine): database="DATABRICKS_SAMPLE_DATA", httpPath="/sql/1.0/warehouses/1241rsa32", table="lineitem", + catalog="sample", where=[["column_name", "=", "value"]], ).dict() From 9ca32bdccecb8991f0ea8a4ee07fc58ad06b70e1 Mon Sep 17 00:00:00 2001 From: Tanmaypatil123 Date: Mon, 30 Oct 2023 11:34:05 +0530 Subject: [PATCH 2/5] Recreated poetry.lock to remove conflit --- poetry.lock | 1574 +++++++++++++++++++++++++-------------------------- 1 file changed, 779 insertions(+), 795 deletions(-) diff --git a/poetry.lock b/poetry.lock index 1612ccd2b..61aff4407 100644 --- a/poetry.lock +++ b/poetry.lock @@ -2,98 +2,98 @@ [[package]] name = "aiohttp" -version = "3.8.5" +version = "3.8.6" description = "Async http client/server framework (asyncio)" optional = false python-versions = ">=3.6" files = [ - {file = "aiohttp-3.8.5-cp310-cp310-macosx_10_9_universal2.whl", hash = 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