jaraco.functools<4.2.0
PyYAML~=6.0
python-dateutil>=2.8.1
cached-property==1.5.2
typing-inspect
antlr4-python3-runtime==4.11.1
python-dotenv>=0.19.0
kubernetes>=21.0.0
cryptography>=42.0.0
google-crc32c
email-validator>=2.0
jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
azure-identity~=1.12
chardet==4.0.0
google-cloud-secret-manager==2.24.0
setuptools<81,>=78.1.1
shapely
pymysql~=1.0
requests-aws4auth~=1.1
snowflake-connector-python==3.14.0
collate-sqllineage>=2.0.2
boto3==1.37.1
sqlalchemy<2,>=1.4.0
tabulate==0.9.0
pydantic<2.12,>=2.7.0,~=2.0
pydantic-settings>=2.7.0,~=2.0
requests>=2.23
memory-profiler
Jinja2>=2.11.3
packaging
importlib-metadata>=4.13.0
httpx~=0.28.0
azure-keyvault-secrets
jaraco.context==6.0.1

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

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

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

[all]
jaraco.functools<4.2.0
PyYAML~=6.0
python-dateutil>=2.8.1
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
google-cloud
collate-data-diff[vertica]
gitpython~=3.1.34
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
typing-inspect
clickhouse-sqlalchemy~=0.2.0
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.11.1
pyiceberg==0.5.1
simple_salesforce~=1.11
protobuf
spacy<3.8
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
cryptography>=42.0.0
google-crc32c
asammdf~=7.4.5
mypy_extensions>=0.4.3
chardet==4.0.0
google-cloud-secret-manager==2.24.0
azure-storage-blob
sqlalchemy-ibmi~=0.9.3
sqlalchemy-databricks~=0.1
collate-data-diff[snowflake]
msal~=1.2
pinotdb~=5.0
shapely
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
croniter<3
fastavro>=1.2.0
impyla~=0.18.0
cachetools
looker-sdk!=24.18.0,>=22.20.0
collate-sqllineage>=2.0.2
boto3==1.37.1
pydomo~=0.3
sqlalchemy<2,>=1.4.0
databricks-sdk~=0.20.0
authlib>=1.3.1
tabulate==0.9.0
kafka-connect-py==0.10.11
google-cloud-bigtable>=2.0.0
python-liquid
pydantic<2.12,>=2.7.0,~=2.0
pydantic-settings>=2.7.0,~=2.0
requests>=2.23
clickhouse-driver~=0.2
neo4j~=5.3
collate-dbt-artifacts-parser
memory-profiler
pyasn1~=0.6.0
Jinja2>=2.11.3
packaging
sqlalchemy-redshift==0.8.12
snowflake-sqlalchemy~=1.4
oracledb~=1.2
grpcio-tools>=1.47.2
pymongo~=4.3
lkml~=1.3
collate-data-diff[mysql]
numpy<2
psycopg2-binary
validators~=0.22.0
collate-data-diff[oracle]
tableauserverclient==0.25
trino[sqlalchemy]
jaraco.context==6.0.1
s3fs~=2023.12.1
opensearch-py~=2.4.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
impyla[kerberos]~=0.18.0
GeoAlchemy2~=0.12
thrift-sasl~=0.4
cassandra-driver>=3.28.0
sqlalchemy-pytds~=0.3
cached-property==1.5.2
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
collate-data-diff[mssql]
ndg-httpsclient~=0.5.1
elasticsearch8~=8.9.0
collate-data-diff[clickhouse]
gcsfs~=2023.12.1
pandas~=2.0.3
google-cloud-datacatalog>=3.6.2
pyspark==3.5.6
exasol-integration-test-docker-environment<4,>=3.1.0
python-dotenv>=0.19.0
pure-sasl
sqlalchemy-pgspider
email-validator>=2.0
jsonpatch<2.0,>=1.24
sqlalchemy_exasol<6,>=5
azure-identity~=1.12
sqlalchemy-hana
mlflow-skinny~=3.6.0
setuptools<81,>=78.1.1
cx_Oracle<9,>=8.3.0
google-cloud-monitoring>=2.0.0
couchbase~=4.1
requests-aws4auth~=1.1
presidio-analyzer==2.2.358
snowflake-connector-python==3.14.0
hdbcli
collate-data-diff[trino]
avro<1.12,>=1.11.4
pyarrow~=16.0
deltalake<0.20,>=0.19.0
pydruid>=0.6.5
pure-transport==0.2.0
giturlparse
presto-types-parser>=0.0.2
pyathena~=3.25.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
azure-storage-blob~=12.14
importlib-metadata>=4.13.0
google-cloud-logging
httpx~=0.28.0
aiobotocore~=2.26.0
websocket-client~=1.6.1
azure-keyvault-secrets
cramjam~=2.7
great-expectations~=1.0
delta-spark<4.0.0,>=3.0.0
ijson~=3.4
pymssql~=2.3.9

[all-dev-env]
jaraco.functools<4.2.0
PyYAML~=6.0
python-dateutil>=2.8.1
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
google-cloud
collate-data-diff[vertica]
gitpython~=3.1.34
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
typing-inspect
clickhouse-sqlalchemy~=0.2.0
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.11.1
pyiceberg==0.5.1
simple_salesforce~=1.11
protobuf
spacy<3.8
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
cryptography>=42.0.0
google-crc32c
asammdf~=7.4.5
mypy_extensions>=0.4.3
chardet==4.0.0
google-cloud-secret-manager==2.24.0
azure-storage-blob
sqlalchemy-ibmi~=0.9.3
sqlalchemy-databricks~=0.1
collate-data-diff[snowflake]
msal~=1.2
pinotdb~=5.0
shapely
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
croniter<3
fastavro>=1.2.0
impyla~=0.18.0
cachetools
looker-sdk!=24.18.0,>=22.20.0
collate-sqllineage>=2.0.2
boto3==1.37.1
pydomo~=0.3
sqlalchemy<2,>=1.4.0
databricks-sdk~=0.20.0
authlib>=1.3.1
tabulate==0.9.0
kafka-connect-py==0.10.11
google-cloud-bigtable>=2.0.0
python-liquid
pydantic<2.12,>=2.7.0,~=2.0
pydantic-settings>=2.7.0,~=2.0
requests>=2.23
clickhouse-driver~=0.2
neo4j~=5.3
collate-dbt-artifacts-parser
memory-profiler
pyasn1~=0.6.0
Jinja2>=2.11.3
packaging
sqlalchemy-redshift==0.8.12
snowflake-sqlalchemy~=1.4
oracledb~=1.2
grpcio-tools>=1.47.2
pymongo~=4.3
lkml~=1.3
collate-data-diff[mysql]
numpy<2
psycopg2-binary
validators~=0.22.0
collate-data-diff[oracle]
tableauserverclient==0.25
trino[sqlalchemy]
jaraco.context==6.0.1
s3fs~=2023.12.1
opensearch-py~=2.4.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
impyla[kerberos]~=0.18.0
GeoAlchemy2~=0.12
thrift-sasl~=0.4
cassandra-driver>=3.28.0
sqlalchemy-pytds~=0.3
cached-property==1.5.2
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
collate-data-diff[mssql]
ndg-httpsclient~=0.5.1
elasticsearch8~=8.9.0
collate-data-diff[clickhouse]
gcsfs~=2023.12.1
pandas~=2.0.3
google-cloud-datacatalog>=3.6.2
pyspark==3.5.6
exasol-integration-test-docker-environment<4,>=3.1.0
python-dotenv>=0.19.0
pure-sasl
sqlalchemy-pgspider
email-validator>=2.0
jsonpatch<2.0,>=1.24
sqlalchemy_exasol<6,>=5
azure-identity~=1.12
sqlalchemy-hana
mlflow-skinny~=3.6.0
setuptools<81,>=78.1.1
cx_Oracle<9,>=8.3.0
google-cloud-monitoring>=2.0.0
couchbase~=4.1
requests-aws4auth~=1.1
presidio-analyzer==2.2.358
snowflake-connector-python==3.14.0
hdbcli
collate-data-diff[trino]
avro<1.12,>=1.11.4
pyarrow~=16.0
deltalake<0.20,>=0.19.0
pydruid>=0.6.5
pure-transport==0.2.0
giturlparse
presto-types-parser>=0.0.2
pyathena~=3.25.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
azure-storage-blob~=12.14
importlib-metadata>=4.13.0
google-cloud-logging
httpx~=0.28.0
aiobotocore~=2.26.0
websocket-client~=1.6.1
azure-keyvault-secrets
cramjam~=2.7
great-expectations~=1.0
delta-spark<4.0.0,>=3.0.0
ijson~=3.4

[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~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
boto3==1.37.1
azure-identity~=1.12
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
fastavro>=1.2.0
avro<1.12,>=1.11.4
azure-storage-blob~=12.14
pyarrow~=16.0
asammdf~=7.4.5
boto3==1.37.1
adlfs>=2023.1.0
azure-identity~=1.12
numpy<2
ijson~=3.4
pandas~=2.0.3
cramjam~=2.7
aiobotocore~=2.26.0

[datalake-gcs]
fastavro>=1.2.0
avro<1.12,>=1.11.4
pyarrow~=16.0
asammdf~=7.4.5
boto3==1.37.1
numpy<2
ijson~=3.4
google-cloud-storage>=1.43.0
gcsfs~=2023.12.1
pandas~=2.0.3
cramjam~=2.7
google-cloud-monitoring>=2.0.0
aiobotocore~=2.26.0

[datalake-s3]
fastavro>=1.2.0
avro<1.12,>=1.11.4
pyarrow~=16.0
asammdf~=7.4.5
boto3==1.37.1
numpy<2
ijson~=3.4
pandas~=2.0.3
s3fs~=2023.12.1
cramjam~=2.7
aiobotocore~=2.26.0

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
azure-storage-blob~=12.14
google-cloud
boto3==1.37.1
azure-identity~=1.12
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris-custom<1.5,>=1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3==1.37.1

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

[iceberg]
pyarrow~=16.0
gcsfs~=2023.12.1
pydantic<2.12,>=2.7.0,~=2.0
pyiceberg==0.5.1
adlfs>=2023.1.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
GeoAlchemy2~=0.12
google-cloud
google-cloud-storage>=1.43.0
pandas~=2.0.3
google-cloud-datacatalog>=3.6.2
protobuf
sqlalchemy-bigquery~=1.15.0
asammdf~=7.4.5
pytest-base-url
azure-identity~=1.12
mlflow-skinny~=3.6.0
collate-data-diff[snowflake]
attrs
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
presidio-analyzer==2.2.358
fastavro>=1.2.0
cachetools
avro<1.12,>=1.11.4
pyarrow~=16.0
boto3==1.37.1
apache-airflow==3.1.5
ijson~=3.4
snowflake-sqlalchemy~=1.4
opentelemetry-exporter-otlp==1.37.0
collate-dbt-artifacts-parser
sqlalchemy-redshift==0.8.12
pytest-playwright
packaging
azure-storage-blob~=12.14
google-cloud-logging
grpcio-tools>=1.47.2
collate-data-diff[mysql]
numpy<2
psycopg2-binary
s3fs~=2023.12.1
cramjam~=2.7
aiobotocore~=2.26.0

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

[powerbi]
azure-storage-blob~=12.14
boto3==1.37.1
azure-identity~=1.12
msal~=1.2
google-cloud-storage>=1.43.0

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
jaraco.functools<4.2.0
PyYAML~=6.0
python-dateutil>=2.8.1
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
google-cloud
collate-data-diff[vertica]
gitpython~=3.1.34
sqlalchemy-cockroachdb~=2.0
typing-inspect
clickhouse-sqlalchemy~=0.2.0
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.11.1
pyiceberg==0.5.1
simple_salesforce~=1.11
protobuf
spacy<3.8
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
cryptography>=42.0.0
google-crc32c
asammdf~=7.4.5
mypy_extensions>=0.4.3
chardet==4.0.0
google-cloud-secret-manager==2.24.0
azure-storage-blob
sqlalchemy-ibmi~=0.9.3
sqlalchemy-databricks~=0.1
collate-data-diff[snowflake]
msal~=1.2
pinotdb~=5.0
shapely
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
croniter<3
fastavro>=1.2.0
impyla~=0.18.0
cachetools
looker-sdk!=24.18.0,>=22.20.0
collate-sqllineage>=2.0.2
boto3==1.37.1
pydomo~=0.3
sqlalchemy<2,>=1.4.0
databricks-sdk~=0.20.0
authlib>=1.3.1
tabulate==0.9.0
kafka-connect-py==0.10.11
google-cloud-bigtable>=2.0.0
python-liquid
pydantic<2.12,>=2.7.0,~=2.0
pydantic-settings>=2.7.0,~=2.0
requests>=2.23
clickhouse-driver~=0.2
neo4j~=5.3
collate-dbt-artifacts-parser
memory-profiler
pyasn1~=0.6.0
Jinja2>=2.11.3
packaging
sqlalchemy-redshift==0.8.12
snowflake-sqlalchemy~=1.4
oracledb~=1.2
grpcio-tools>=1.47.2
pymongo~=4.3
lkml~=1.3
collate-data-diff[mysql]
numpy<2
psycopg2-binary
validators~=0.22.0
collate-data-diff[oracle]
tableauserverclient==0.25
trino[sqlalchemy]
jaraco.context==6.0.1
s3fs~=2023.12.1
opensearch-py~=2.4.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
impyla[kerberos]~=0.18.0
GeoAlchemy2~=0.12
thrift-sasl~=0.4
cassandra-driver>=3.28.0
sqlalchemy-pytds~=0.3
cached-property==1.5.2
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
collate-data-diff[mssql]
ndg-httpsclient~=0.5.1
elasticsearch8~=8.9.0
collate-data-diff[clickhouse]
gcsfs~=2023.12.1
pandas~=2.0.3
google-cloud-datacatalog>=3.6.2
exasol-integration-test-docker-environment<4,>=3.1.0
pure-sasl
python-dotenv>=0.19.0
sqlalchemy-pgspider
email-validator>=2.0
jsonpatch<2.0,>=1.24
sqlalchemy_exasol<6,>=5
azure-identity~=1.12
sqlalchemy-hana
mlflow-skinny~=3.6.0
setuptools<81,>=78.1.1
cx_Oracle<9,>=8.3.0
google-cloud-monitoring>=2.0.0
couchbase~=4.1
requests-aws4auth~=1.1
presidio-analyzer==2.2.358
snowflake-connector-python==3.14.0
hdbcli
collate-data-diff[trino]
avro<1.12,>=1.11.4
pyarrow~=16.0
deltalake<0.20,>=0.19.0
pydruid>=0.6.5
pure-transport==0.2.0
giturlparse
presto-types-parser>=0.0.2
pyathena~=3.25.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
thrift<1,>=0.13
azure-storage-blob~=12.14
importlib-metadata>=4.13.0
google-cloud-logging
httpx~=0.28.0
aiobotocore~=2.26.0
websocket-client~=1.6.1
azure-keyvault-secrets
cramjam~=2.7
great-expectations~=1.0
ijson~=3.4
pymssql~=2.3.9

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

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

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

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
dagster_graphql>=1.8.0
requests<3,>=2.31.0
kafka-python==2.0.2
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
google-cloud-storage>=1.43.0
clickhouse-sqlalchemy~=0.2.0
locust~=2.32.0
pyiceberg==0.5.1
spacy<3.8
protobuf
sqlalchemy-bigquery~=1.15.0
asammdf~=7.4.5
sqlalchemy-databricks~=0.1
dirty-equals
confluent_kafka<=2.6.1,>=2.1.1
pymysql~=1.0
croniter<3
fastavro>=1.2.0
looker-sdk!=24.18.0,>=22.20.0
cachetools
boto3==1.37.1
databricks-sdk~=0.20.0
kafka-connect-py==0.10.11
ijson~=3.4
python-liquid
google-cloud-bigtable>=2.0.0
great-expectations~=0.18.0
snowflake-sqlalchemy~=1.4
collate-dbt-artifacts-parser
neo4j~=5.3
sqlalchemy-redshift==0.8.12
clickhouse-driver~=0.2
freezegun
oracledb~=1.2
grpcio-tools>=1.47.2
pymongo~=4.3
lkml~=1.3
collate-data-diff[mysql]
minio==7.2.5
tableauserverclient==0.25
numpy<2
psycopg2-binary
trino[sqlalchemy]
collate-data-diff[oracle]
validators~=0.22.0
s3fs~=2023.12.1
opensearch-py~=2.4.0
pydoris-custom<1.5,>=1.0.2
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
basedpyright~=1.14
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]
elasticsearch8~=8.9.0
pyspark==3.5.6
gcsfs~=2023.12.1
pandas~=2.0.3
sqlalchemy-pgspider
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
exasol-integration-test-docker-environment<4,>=3.1.0
pytest-cov
sqlalchemy_exasol<6,>=5
mlflow-skinny~=3.6.0
cx_Oracle<9,>=8.3.0
pytest==7.0.1
coverage
boto3-stubs
google-cloud-monitoring>=2.0.0
presidio-analyzer==2.2.358
mypy-boto3-glue
factory-boy~=3.3.3
pytest-order
avro<1.12,>=1.11.4
pyarrow~=16.0
deltalake<0.20,>=0.19.0
faker==37.1.0
apache-airflow==3.1.5
giturlparse
opentelemetry-exporter-otlp==1.37.0
pyathena~=3.25.0
pyhive[hive_pure_sasl]~=0.7
google-cloud-logging
aiobotocore~=2.26.0
cramjam~=2.7
delta-spark<4.0.0,>=3.0.0
pydomo~=0.3

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

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

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

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

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