python-dateutil>=2.8.1
antlr4-python3-runtime==4.9.2
setuptools<81,>=78.1.1
chardet==4.0.0
pymysql~=1.0
azure-keyvault-secrets
PyYAML~=6.0
requests-aws4auth~=1.1
sqlalchemy<2,>=1.4.0
email-validator>=2.0
packaging
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
cached-property==1.5.2
requests>=2.23
Jinja2>=2.11.3
boto3==1.37.1
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
collate-sqllineage~=2.0
shapely
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
cryptography>=42.0.0
kubernetes>=21.0.0
google-cloud-secret-manager==2.24.0
azure-identity~=1.12
google-crc32c
tabulate==0.9.0
typing-inspect
httpx~=0.28.0
jaraco.context==6.0.1
jsonpatch<2.0,>=1.24
memory-profiler
python-dotenv>=0.19.0

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

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

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

[all]
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
avro<1.12,>=1.11.4
pydoris-custom<1.5,>=1.0.2
python-dateutil>=2.8.1
pyiceberg==0.5.1
collate-data-diff[presto]
setuptools<81,>=78.1.1
asammdf~=7.4.5
chardet==4.0.0
ndg-httpsclient~=0.5.1
oracledb~=1.2
hdbcli
spacy<3.8
azure-keyvault-secrets
gitpython~=3.1.34
collate-data-diff[mssql]
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
requests-aws4auth~=1.1
sqlalchemy_exasol<6,>=5
scikit-learn~=1.0
jaraco.functools<4.2.0
cached-property==1.5.2
croniter<3
cachetools
kafka-connect-py==0.10.11
cramjam~=2.7
sqlalchemy-pytds~=0.3
adlfs>=2023.1.0
pure-transport==0.2.0
sqlalchemy-ibmi~=0.9.3
boto3==1.37.1
pyarrow~=16.0
collate-sqllineage~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-storage>=1.43.0
shapely
opensearch-py~=2.4.0
importlib-metadata>=4.13.0
pyhive[hive_pure_sasl]~=0.7
cryptography>=42.0.0
pure-sasl
cassandra-driver>=3.28.0
azure-identity~=1.12
google-crc32c
typing-inspect
httpx~=0.28.0
azure-storage-blob~=12.14
great-expectations~=1.0
grpcio-tools>=1.47.2
psycopg2-binary
jaraco.context==6.0.1
google-cloud-logging
authlib>=1.3.1
pyspark==3.5.6
sqlalchemy-cockroachdb~=2.0
elasticsearch8~=8.9.0
python-dotenv>=0.19.0
lkml~=1.3
exasol-integration-test-docker-environment<4,>=3.1.0
pydomo~=0.3
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
delta-spark<4.0.0,>=3.0.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
aiobotocore~=2.26.0
mlflow-skinny~=3.6.0
pymysql~=1.0
msal~=1.2
GeoAlchemy2~=0.12
collate-data-diff[oracle]
simple_salesforce~=1.11
thrift-sasl~=0.4
clickhouse-driver~=0.2
numpy<2
impyla[kerberos]~=0.18.0
packaging
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
email-validator>=2.0
thrift<1,>=0.13
protobuf
sqlalchemy-redshift==0.8.12
mypy_extensions>=0.4.3
collate-data-diff[snowflake]
requests>=2.23
pandas~=2.0.3
Jinja2>=2.11.3
clickhouse-sqlalchemy~=0.2.0
databricks-sdk~=0.20.0
python-liquid
pyodbc<5,>=4.0.35
pyasn1~=0.6.0
presto-types-parser>=0.0.2
google-cloud-datacatalog>=3.6.2
websocket-client~=1.6.1
snowflake-sqlalchemy~=1.4
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
s3fs~=2023.12.1
pymssql~=2.3.9
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
sqlalchemy-pgspider
collate-dbt-artifacts-parser
giturlparse
google-cloud-bigtable>=2.0.0
couchbase~=4.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
sqlalchemy-hana
sqlalchemy-databricks~=0.1
kubernetes>=21.0.0
validators~=0.22.0
tabulate==0.9.0
pyathena~=3.25.0
impyla~=0.18.0
pymongo~=4.3
tableauserverclient==0.25
collate-data-diff[vertica]
fastavro>=1.2.0
google-cloud
trino[sqlalchemy]
azure-storage-blob
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
pyOpenSSL~=24.1.0
pinotdb~=5.0
memory-profiler
cx_Oracle<9,>=8.3.0
deltalake<0.20,>=0.19.0
gcsfs~=2023.12.1

[all-dev-env]
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
avro<1.12,>=1.11.4
pydoris-custom<1.5,>=1.0.2
python-dateutil>=2.8.1
pyiceberg==0.5.1
collate-data-diff[presto]
setuptools<81,>=78.1.1
asammdf~=7.4.5
chardet==4.0.0
ndg-httpsclient~=0.5.1
oracledb~=1.2
hdbcli
spacy<3.8
azure-keyvault-secrets
gitpython~=3.1.34
collate-data-diff[mssql]
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
requests-aws4auth~=1.1
sqlalchemy_exasol<6,>=5
scikit-learn~=1.0
jaraco.functools<4.2.0
cached-property==1.5.2
croniter<3
cachetools
kafka-connect-py==0.10.11
cramjam~=2.7
sqlalchemy-pytds~=0.3
adlfs>=2023.1.0
pure-transport==0.2.0
sqlalchemy-ibmi~=0.9.3
boto3==1.37.1
pyarrow~=16.0
collate-sqllineage~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-storage>=1.43.0
shapely
opensearch-py~=2.4.0
importlib-metadata>=4.13.0
pyhive[hive_pure_sasl]~=0.7
cryptography>=42.0.0
pure-sasl
cassandra-driver>=3.28.0
azure-identity~=1.12
google-crc32c
typing-inspect
httpx~=0.28.0
azure-storage-blob~=12.14
great-expectations~=1.0
grpcio-tools>=1.47.2
psycopg2-binary
jaraco.context==6.0.1
google-cloud-logging
authlib>=1.3.1
pyspark==3.5.6
sqlalchemy-cockroachdb~=2.0
elasticsearch8~=8.9.0
python-dotenv>=0.19.0
lkml~=1.3
exasol-integration-test-docker-environment<4,>=3.1.0
pydomo~=0.3
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
delta-spark<4.0.0,>=3.0.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
aiobotocore~=2.26.0
mlflow-skinny~=3.6.0
pymysql~=1.0
msal~=1.2
GeoAlchemy2~=0.12
collate-data-diff[oracle]
simple_salesforce~=1.11
thrift-sasl~=0.4
clickhouse-driver~=0.2
numpy<2
impyla[kerberos]~=0.18.0
packaging
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
email-validator>=2.0
thrift<1,>=0.13
protobuf
sqlalchemy-redshift==0.8.12
mypy_extensions>=0.4.3
collate-data-diff[snowflake]
requests>=2.23
pandas~=2.0.3
Jinja2>=2.11.3
clickhouse-sqlalchemy~=0.2.0
databricks-sdk~=0.20.0
python-liquid
pyodbc<5,>=4.0.35
pyasn1~=0.6.0
presto-types-parser>=0.0.2
google-cloud-datacatalog>=3.6.2
websocket-client~=1.6.1
snowflake-sqlalchemy~=1.4
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
s3fs~=2023.12.1
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
sqlalchemy-pgspider
collate-dbt-artifacts-parser
giturlparse
google-cloud-bigtable>=2.0.0
couchbase~=4.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
sqlalchemy-hana
sqlalchemy-databricks~=0.1
kubernetes>=21.0.0
validators~=0.22.0
tabulate==0.9.0
pyathena~=3.25.0
impyla~=0.18.0
pymongo~=4.3
tableauserverclient==0.25
collate-data-diff[vertica]
fastavro>=1.2.0
google-cloud
trino[sqlalchemy]
azure-storage-blob
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
pyOpenSSL~=24.1.0
pinotdb~=5.0
memory-profiler
cx_Oracle<9,>=8.3.0
deltalake<0.20,>=0.19.0
gcsfs~=2023.12.1

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

[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-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==1.37.1

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[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
pandas~=2.0.3
spacy<3.8
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
avro<1.12,>=1.11.4
pydoris-custom<1.5,>=1.0.2
python-dateutil>=2.8.1
pyiceberg==0.5.1
collate-data-diff[presto]
setuptools<81,>=78.1.1
asammdf~=7.4.5
chardet==4.0.0
ndg-httpsclient~=0.5.1
oracledb~=1.2
hdbcli
spacy<3.8
azure-keyvault-secrets
gitpython~=3.1.34
collate-data-diff[mssql]
confluent_kafka<=2.6.1,>=2.1.1
PyYAML~=6.0
requests-aws4auth~=1.1
sqlalchemy_exasol<6,>=5
jaraco.functools<4.2.0
cached-property==1.5.2
croniter<3
cachetools
kafka-connect-py==0.10.11
cramjam~=2.7
sqlalchemy-pytds~=0.3
adlfs>=2023.1.0
pure-transport==0.2.0
sqlalchemy-ibmi~=0.9.3
boto3==1.37.1
pyarrow~=16.0
collate-sqllineage~=2.0
sqlalchemy-bigquery~=1.15.0
google-cloud-storage>=1.43.0
shapely
opensearch-py~=2.4.0
importlib-metadata>=4.13.0
pyhive[hive_pure_sasl]~=0.7
cryptography>=42.0.0
pure-sasl
cassandra-driver>=3.28.0
azure-identity~=1.12
google-crc32c
typing-inspect
httpx~=0.28.0
azure-storage-blob~=12.14
great-expectations~=1.0
grpcio-tools>=1.47.2
psycopg2-binary
jaraco.context==6.0.1
google-cloud-logging
authlib>=1.3.1
sqlalchemy-cockroachdb~=2.0
elasticsearch8~=8.9.0
python-dotenv>=0.19.0
lkml~=1.3
exasol-integration-test-docker-environment<4,>=3.1.0
pydomo~=0.3
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydruid>=0.6.5
aiobotocore~=2.26.0
mlflow-skinny~=3.6.0
pymysql~=1.0
msal~=1.2
GeoAlchemy2~=0.12
collate-data-diff[oracle]
simple_salesforce~=1.11
thrift-sasl~=0.4
clickhouse-driver~=0.2
numpy<2
impyla[kerberos]~=0.18.0
packaging
sqlalchemy<2,>=1.4.0
presidio-analyzer==2.2.358
email-validator>=2.0
thrift<1,>=0.13
protobuf
sqlalchemy-redshift==0.8.12
mypy_extensions>=0.4.3
collate-data-diff[snowflake]
requests>=2.23
pandas~=2.0.3
Jinja2>=2.11.3
clickhouse-sqlalchemy~=0.2.0
databricks-sdk~=0.20.0
python-liquid
pyodbc<5,>=4.0.35
pyasn1~=0.6.0
presto-types-parser>=0.0.2
google-cloud-datacatalog>=3.6.2
websocket-client~=1.6.1
snowflake-sqlalchemy~=1.4
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
s3fs~=2023.12.1
pymssql~=2.3.9
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
sqlalchemy-pgspider
collate-dbt-artifacts-parser
giturlparse
google-cloud-bigtable>=2.0.0
couchbase~=4.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-secret-manager==2.24.0
sqlalchemy-hana
sqlalchemy-databricks~=0.1
kubernetes>=21.0.0
validators~=0.22.0
tabulate==0.9.0
pyathena~=3.25.0
impyla~=0.18.0
pymongo~=4.3
tableauserverclient==0.25
collate-data-diff[vertica]
fastavro>=1.2.0
google-cloud
trino[sqlalchemy]
azure-storage-blob
dagster_graphql>=1.8.0
jsonpatch<2.0,>=1.24
pyOpenSSL~=24.1.0
pinotdb~=5.0
memory-profiler
cx_Oracle<9,>=8.3.0
deltalake<0.20,>=0.19.0
gcsfs~=2023.12.1

[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]
tableauserverclient==0.25
packaging
validators~=0.22.0

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

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