python-dotenv>=0.19.0
jaraco.functools<4.2.0
setuptools~=78.1.1
shapely
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
kubernetes>=21.0.0
requests>=2.23
python-dateutil>=2.8.1
requests-aws4auth~=1.1
sqlalchemy<2,>=1.4.0
snowflake-connector-python<4.0.0,>=3.13.1
cached-property==1.5.2
typing-inspect
email-validator>=2.0
PyYAML~=6.0
mypy_extensions>=0.4.3
tabulate==0.9.0
packaging
chardet==4.0.0
google-crc32c
cryptography>=42.0.0
jsonpatch<2.0,>=1.24
cachetools
collate-sqllineage~=2.0
azure-keyvault-secrets
boto3<2.0,>=1.20
azure-identity~=1.12
Jinja2>=2.11.3
memory-profiler
pymysql~=1.0
google-cloud-secret-manager==2.24.0
pydantic-settings>=2.7.0,~=2.0
antlr4-python3-runtime==4.11.1
httpx~=0.28.0

[:python_version < "3.9"]
mysql-connector-python>=8.0.29

[:python_version >= "3.9"]
mysql-connector-python>=9.1

[airflow]
attrs
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.1.5

[all]
python-dotenv>=0.19.0
exasol-integration-test-docker-environment<4,>=3.1.0
elasticsearch8~=8.9.0
cx_Oracle<9,>=8.3.0
setuptools~=78.1.1
azure-storage-blob
collate-data-diff[snowflake]
gitpython~=3.1.34
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
impyla~=0.18.0
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
requests>=2.23
pandas~=2.0.3
sqlalchemy-hana
fastavro>=1.2.0
thrift-sasl~=0.4
validators~=0.22.0
pure-sasl
typing-inspect
lkml~=1.3
email-validator>=2.0
spacy<3.8
python-liquid
authlib>=1.3.1
sqlalchemy-cockroachdb~=2.0
collate-data-diff[vertica]
pure-transport==0.2.0
pinotdb~=5.0
psycopg2-binary
clickhouse-sqlalchemy~=0.2.0
jsonpatch<2.0,>=1.24
google-crc32c
cryptography>=42.0.0
oracledb~=1.2
hdbcli
databricks-sdk~=0.20.0
collate-sqllineage~=2.0
pyOpenSSL~=24.1.0
azure-storage-blob~=12.14
delta-spark<4.0.0,>=3.0.0
ndg-httpsclient~=0.5.1
tableauserverclient==0.25
thrift<1,>=0.13
protobuf
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
boto3<2.0,>=1.20
kafka-connect-py==0.10.11
collate-data-diff[oracle]
avro<1.12,>=1.11.4
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
pyasn1~=0.6.0
sqlalchemy-vertica[vertica-python]>=0.0.5
memory-profiler
msal~=1.2
pyspark==3.5.6
cramjam~=2.7
google-cloud
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
collate-data-diff[mssql]
croniter<3
antlr4-python3-runtime==4.11.1
google-cloud-logging
google-cloud-storage>=1.43.0
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
presto-types-parser>=0.0.2
jaraco.functools<4.2.0
snowflake-sqlalchemy~=1.4
shapely
deltalake<0.20,>=0.19.0
neo4j~=5.3
collate-data-diff[clickhouse]
kubernetes>=21.0.0
pymssql~=2.2.0
great-expectations~=1.0
python-dateutil>=2.8.1
cassandra-driver>=3.28.0
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
impyla[kerberos]~=0.18.0
collate-data-diff[presto]
scikit-learn~=1.0
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
asammdf~=7.4.5
opensearch-py~=2.4.0
pydruid>=0.6.5
google-cloud-bigtable>=2.0.0
PyYAML~=6.0
looker-sdk!=24.18.0,>=22.20.0
couchbase~=4.1
mypy_extensions>=0.4.3
pymongo~=4.3
tabulate==0.9.0
packaging
presidio-analyzer==2.2.358
sqlalchemy-databricks~=0.1
collate-data-diff[trino]
chardet==4.0.0
pyathena~=3.0
trino[sqlalchemy]
google-cloud-datacatalog>=3.6.2
pyarrow~=16.0
gcsfs>=2023.1.0
cachetools
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
sqlalchemy-pgspider
collate-data-diff>=0.11.9
azure-keyvault-secrets
pyhive[hive_pure_sasl]~=0.7
google-cloud-monitoring>=2.0.0
mlflow-skinny~=3.6.0
sqlalchemy-bigquery~=1.15.0
pydoris==1.0.2
pyiceberg==0.5.1
websocket-client~=1.6.1
giturlparse
simple_salesforce~=1.11
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
sqlalchemy-pytds~=0.3
numpy<2
adlfs>=2023.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mysql]
pydomo~=0.3
httpx~=0.28.0

[all-dev-env]
python-dotenv>=0.19.0
exasol-integration-test-docker-environment<4,>=3.1.0
elasticsearch8~=8.9.0
cx_Oracle<9,>=8.3.0
setuptools~=78.1.1
azure-storage-blob
collate-data-diff[snowflake]
gitpython~=3.1.34
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
impyla~=0.18.0
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
requests>=2.23
pandas~=2.0.3
sqlalchemy-hana
fastavro>=1.2.0
thrift-sasl~=0.4
validators~=0.22.0
pure-sasl
typing-inspect
lkml~=1.3
email-validator>=2.0
spacy<3.8
python-liquid
authlib>=1.3.1
sqlalchemy-cockroachdb~=2.0
collate-data-diff[vertica]
pure-transport==0.2.0
pinotdb~=5.0
psycopg2-binary
clickhouse-sqlalchemy~=0.2.0
jsonpatch<2.0,>=1.24
google-crc32c
cryptography>=42.0.0
oracledb~=1.2
hdbcli
databricks-sdk~=0.20.0
collate-sqllineage~=2.0
pyOpenSSL~=24.1.0
azure-storage-blob~=12.14
delta-spark<4.0.0,>=3.0.0
ndg-httpsclient~=0.5.1
tableauserverclient==0.25
thrift<1,>=0.13
protobuf
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
boto3<2.0,>=1.20
kafka-connect-py==0.10.11
collate-data-diff[oracle]
avro<1.12,>=1.11.4
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
pyasn1~=0.6.0
sqlalchemy-vertica[vertica-python]>=0.0.5
memory-profiler
msal~=1.2
pyspark==3.5.6
cramjam~=2.7
google-cloud
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
collate-data-diff[mssql]
croniter<3
antlr4-python3-runtime==4.11.1
google-cloud-logging
google-cloud-storage>=1.43.0
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
presto-types-parser>=0.0.2
jaraco.functools<4.2.0
snowflake-sqlalchemy~=1.4
shapely
deltalake<0.20,>=0.19.0
neo4j~=5.3
collate-data-diff[clickhouse]
kubernetes>=21.0.0
great-expectations~=1.0
python-dateutil>=2.8.1
cassandra-driver>=3.28.0
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
impyla[kerberos]~=0.18.0
collate-data-diff[presto]
scikit-learn~=1.0
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
asammdf~=7.4.5
opensearch-py~=2.4.0
pydruid>=0.6.5
google-cloud-bigtable>=2.0.0
PyYAML~=6.0
looker-sdk!=24.18.0,>=22.20.0
couchbase~=4.1
mypy_extensions>=0.4.3
pymongo~=4.3
tabulate==0.9.0
packaging
presidio-analyzer==2.2.358
sqlalchemy-databricks~=0.1
collate-data-diff[trino]
chardet==4.0.0
pyathena~=3.0
trino[sqlalchemy]
google-cloud-datacatalog>=3.6.2
pyarrow~=16.0
gcsfs>=2023.1.0
cachetools
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
sqlalchemy-pgspider
collate-data-diff>=0.11.9
azure-keyvault-secrets
pyhive[hive_pure_sasl]~=0.7
google-cloud-monitoring>=2.0.0
mlflow-skinny~=3.6.0
sqlalchemy-bigquery~=1.15.0
pydoris==1.0.2
pyiceberg==0.5.1
websocket-client~=1.6.1
giturlparse
simple_salesforce~=1.11
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
sqlalchemy-pytds~=0.3
numpy<2
adlfs>=2023.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mysql]
pydomo~=0.3
httpx~=0.28.0

[all-dev-env:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all-dev-env:python_version >= "3.9"]
mysql-connector-python>=9.1

[all:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all:python_version >= "3.9"]
mysql-connector-python>=9.1

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
azure-identity~=1.12
azure-storage-blob
boto3<2.0,>=1.20

[bigquery]
google-cloud-logging
google-cloud-datacatalog>=3.6.2
pyarrow~=16.0
cachetools
numpy<2
sqlalchemy-bigquery~=1.15.0

[bigtable]
pandas~=2.0.3
numpy<2
google-cloud-bigtable>=2.0.0

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-sqlalchemy~=0.2.0
clickhouse-driver~=0.2
collate-data-diff[clickhouse]

[cockroach]
psycopg2-binary
sqlalchemy-cockroachdb~=2.0

[couchbase]
couchbase~=4.1

[dagster]
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
croniter<3
pymysql~=1.0
psycopg2-binary

[data-diff]
collate-data-diff>=0.11.9

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyasn1~=0.6.0
databricks-sdk~=0.20.0
pyOpenSSL~=24.1.0
ndg-httpsclient~=0.5.1
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1

[datalake-azure]
pandas~=2.0.3
avro<1.12,>=1.11.4
asammdf~=7.4.5
azure-identity~=1.12
pyarrow~=16.0
azure-storage-blob~=12.14
adlfs>=2023.1.0
numpy<2
cramjam~=2.7
boto3<2.0,>=1.20

[datalake-gcs]
google-cloud-storage>=1.43.0
pandas~=2.0.3
avro<1.12,>=1.11.4
asammdf~=7.4.5
pyarrow~=16.0
gcsfs>=2023.1.0
numpy<2
cramjam~=2.7
google-cloud-monitoring>=2.0.0
boto3<2.0,>=1.20

[datalake-s3]
pandas~=2.0.3
numpy<2
avro<1.12,>=1.11.4
cramjam~=2.7
asammdf~=7.4.5
pyarrow~=16.0
boto3<2.0,>=1.20

[db2]
ibm-db>=3.2.6
ibm-db-sa~=0.4.1

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
google-cloud-storage>=1.43.0
azure-identity~=1.12
azure-storage-blob~=12.14
google-cloud
collate-dbt-artifacts-parser
boto3<2.0,>=1.20

[deltalake]
delta-spark<4.0.0,>=3.0.0
deltalake<0.20,>=0.19.0
pyspark==3.5.6

[deltalake-spark]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
pre-commit
sqlalchemy-bigquery~=1.15.0
isort
build
avro<1.12,>=1.11.4
boto3-stubs
cachetools
black==22.3.0
presidio-analyzer==2.2.358
twine
uvloop==0.21.0
mypy-boto3-glue
pycln
grpcio-tools>=1.47.2
datamodel-code-generator==0.25.6
pylint~=3.2.0

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3<2.0,>=1.20

[e2e_test]
pytest-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<6,>=5
exasol-integration-test-docker-environment<4,>=3.1.0

[glue]
boto3<2.0,>=1.20

[great-expectations]
great-expectations~=0.18.0

[great-expectations-1xx]
great-expectations~=1.0

[greenplum]
GeoAlchemy2~=0.12
packaging
psycopg2-binary
pymysql~=1.0

[hive]
presto-types-parser>=0.0.2
thrift-sasl~=0.4
pure-sasl
thrift<1,>=0.13
pyhive[hive_pure_sasl]~=0.7
impyla~=0.18.0
pure-transport==0.2.0

[iceberg]
pyarrow~=16.0
gcsfs>=2023.1.0
adlfs>=2023.1.0
pydantic<2.12,>=2.7.0,~=2.0
pyiceberg==0.5.1

[impala]
presto-types-parser>=0.0.2
impyla[kerberos]~=0.18.0
thrift<1,>=0.13
thrift-sasl~=0.4
pure-sasl

[kafka]
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2.0,>=1.20

[looker]
giturlparse
lkml~=1.3
python-liquid
looker-sdk!=24.18.0,>=22.20.0
gitpython~=3.1.34

[mlflow]
mlflow-skinny~=3.6.0

[mongo]
pandas~=2.0.3
pymongo~=4.3
numpy<2

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3

[mssql-odbc]
collate-data-diff[mssql]
pyodbc<5,>=4.0.35

[mysql]
collate-data-diff[mysql]
pymysql~=1.0

[nifi]

[openlineage]
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1

[opensearch]
opensearch-py~=2.4.0

[oracle]
oracledb~=1.2
cx_Oracle<9,>=8.3.0
collate-data-diff[oracle]

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
pandas~=2.0.3
spacy<3.8
numpy<2
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud-logging
google-cloud-storage>=1.43.0
GeoAlchemy2~=0.12
opentelemetry-exporter-otlp==1.37.0
google-cloud-datacatalog>=3.6.2
pyarrow~=16.0
snowflake-sqlalchemy~=1.4
cachetools
confluent_kafka<=2.6.1,>=2.1.1
azure-storage-blob~=12.14
collate-data-diff[snowflake]
mlflow-skinny~=3.6.0
grpcio-tools>=1.47.2
sqlalchemy-bigquery~=1.15.0
protobuf
collate-dbt-artifacts-parser
boto3<2.0,>=1.20
pandas~=2.0.3
fastavro>=1.2.0
attrs
avro<1.12,>=1.11.4
sqlalchemy-redshift==0.8.12
asammdf~=7.4.5
azure-identity~=1.12
presidio-analyzer==2.2.358
pytest-playwright
pytest-base-url
numpy<2
pymysql~=1.0
cramjam~=2.7
collate-data-diff[mysql]
google-cloud
packaging
psycopg2-binary
apache-airflow==3.1.5

[postgres]
GeoAlchemy2~=0.12
packaging
psycopg2-binary
pymysql~=1.0

[powerbi]
google-cloud-storage>=1.43.0
azure-identity~=1.12
msal~=1.2
azure-storage-blob~=12.14
boto3<2.0,>=1.20

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
presto-types-parser>=0.0.2
pure-transport==0.2.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.2.0

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3<2.0,>=1.20

[redash]
packaging

[redpanda]
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1

[redshift]
GeoAlchemy2~=0.12
psycopg2-binary
sqlalchemy-redshift==0.8.12

[sagemaker]
boto3<2.0,>=1.20

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

[sample-data]
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
cachetools
sqlalchemy-bigquery~=1.15.0
presidio-analyzer==2.2.358

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
python-dotenv>=0.19.0
exasol-integration-test-docker-environment<4,>=3.1.0
elasticsearch8~=8.9.0
cx_Oracle<9,>=8.3.0
setuptools~=78.1.1
azure-storage-blob
collate-data-diff[snowflake]
gitpython~=3.1.34
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
impyla~=0.18.0
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
requests>=2.23
pandas~=2.0.3
sqlalchemy-hana
fastavro>=1.2.0
thrift-sasl~=0.4
validators~=0.22.0
pure-sasl
typing-inspect
lkml~=1.3
email-validator>=2.0
spacy<3.8
python-liquid
authlib>=1.3.1
sqlalchemy-cockroachdb~=2.0
collate-data-diff[vertica]
pure-transport==0.2.0
pinotdb~=5.0
psycopg2-binary
clickhouse-sqlalchemy~=0.2.0
jsonpatch<2.0,>=1.24
google-crc32c
cryptography>=42.0.0
oracledb~=1.2
hdbcli
databricks-sdk~=0.20.0
collate-sqllineage~=2.0
pyOpenSSL~=24.1.0
azure-storage-blob~=12.14
tableauserverclient==0.25
ndg-httpsclient~=0.5.1
thrift<1,>=0.13
protobuf
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
boto3<2.0,>=1.20
kafka-connect-py==0.10.11
collate-data-diff[oracle]
avro<1.12,>=1.11.4
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
pyasn1~=0.6.0
sqlalchemy-vertica[vertica-python]>=0.0.5
memory-profiler
msal~=1.2
cramjam~=2.7
google-cloud
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
collate-data-diff[mssql]
croniter<3
antlr4-python3-runtime==4.11.1
google-cloud-logging
google-cloud-storage>=1.43.0
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
presto-types-parser>=0.0.2
jaraco.functools<4.2.0
snowflake-sqlalchemy~=1.4
shapely
deltalake<0.20,>=0.19.0
neo4j~=5.3
collate-data-diff[clickhouse]
kubernetes>=21.0.0
pymssql~=2.2.0
great-expectations~=1.0
python-dateutil>=2.8.1
cassandra-driver>=3.28.0
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
impyla[kerberos]~=0.18.0
collate-data-diff[presto]
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
asammdf~=7.4.5
opensearch-py~=2.4.0
pydruid>=0.6.5
google-cloud-bigtable>=2.0.0
PyYAML~=6.0
looker-sdk!=24.18.0,>=22.20.0
couchbase~=4.1
mypy_extensions>=0.4.3
pymongo~=4.3
tabulate==0.9.0
packaging
presidio-analyzer==2.2.358
sqlalchemy-databricks~=0.1
collate-data-diff[trino]
chardet==4.0.0
pyathena~=3.0
trino[sqlalchemy]
google-cloud-datacatalog>=3.6.2
pyarrow~=16.0
gcsfs>=2023.1.0
cachetools
pyodbc<5,>=4.0.35
confluent_kafka<=2.6.1,>=2.1.1
sqlalchemy-pgspider
collate-data-diff>=0.11.9
azure-keyvault-secrets
pyhive[hive_pure_sasl]~=0.7
google-cloud-monitoring>=2.0.0
mlflow-skinny~=3.6.0
sqlalchemy-bigquery~=1.15.0
pydoris==1.0.2
pyiceberg==0.5.1
websocket-client~=1.6.1
giturlparse
simple_salesforce~=1.11
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
sqlalchemy-pytds~=0.3
numpy<2
adlfs>=2023.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
collate-data-diff[mysql]
pydomo~=0.3
httpx~=0.28.0

[slim:python_version < "3.9"]
mysql-connector-python>=8.0.29

[slim:python_version >= "3.9"]
mysql-connector-python>=9.1

[snowflake]
snowflake-sqlalchemy~=1.4
collate-data-diff[snowflake]

[superset]

[tableau]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
opentelemetry-exporter-otlp==1.37.0
pytest==7.0.1
exasol-integration-test-docker-environment<4,>=3.1.0
elasticsearch8~=8.9.0
cx_Oracle<9,>=8.3.0
pytest-order
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
kafka-python==2.0.2
pandas~=2.0.3
fastavro>=1.2.0
validators~=0.22.0
lkml~=1.3
spacy<3.8
python-liquid
sqlalchemy-cockroachdb~=2.0
psycopg2-binary
clickhouse-sqlalchemy~=0.2.0
oracledb~=1.2
pydoris-custom<1.5,>=1.0.2
databricks-sdk~=0.20.0
tableauserverclient==0.25
delta-spark<4.0.0,>=3.0.0
faker==37.1.0
locust~=2.32.0
mypy-boto3-glue
minio==7.2.5
coverage
protobuf
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
boto3<2.0,>=1.20
collate-data-diff[oracle]
kafka-connect-py==0.10.11
avro<1.12,>=1.11.4
freezegun
pyspark==3.5.6
cramjam~=2.7
collate-data-diff[mssql]
croniter<3
google-cloud-storage>=1.43.0
google-cloud-logging
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
factory-boy~=3.3.3
snowflake-sqlalchemy~=1.4
boto3-stubs
great-expectations~=0.18.0
deltalake<0.20,>=0.19.0
neo4j~=5.3
collate-data-diff[clickhouse]
requests<3,>=2.31.0
cassandra-driver>=3.28.0
scikit-learn~=1.0
asammdf~=7.4.5
opensearch-py~=2.4.0
basedpyright~=1.14
google-cloud-bigtable>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
pymongo~=4.3
presidio-analyzer==2.2.358
sqlalchemy-databricks~=0.1
apache-airflow==3.1.5
trino[sqlalchemy]
pyathena~=3.0
pyarrow~=16.0
gcsfs>=2023.1.0
google-cloud-datacatalog>=3.6.2
confluent_kafka<=2.6.1,>=2.1.1
cachetools
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7
mlflow-skinny~=3.6.0
google-cloud-monitoring>=2.0.0
sqlalchemy-bigquery~=1.15.0
pyiceberg==0.5.1
giturlparse
dirty-equals
sqlalchemy-redshift==0.8.12
sqlalchemy-pytds~=0.3
numpy<2
pytest-cov
pymysql~=1.0
collate-data-diff[mysql]
pydomo~=0.3

[test-unit]
dirty-equals
pytest==7.0.1
factory-boy~=3.3.3
testcontainers
faker==37.1.0
pytest-order
pytest-cov

[test:python_version < "3.9"]
testcontainers==3.7.1

[test:python_version >= "3.9"]
testcontainers~=4.8.0

[trino]
collate-data-diff[trino]
trino[sqlalchemy]

[vertica]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
