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

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

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

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

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

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

[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
boto3==1.37.1
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[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
fastavro>=1.2.0
grpcio-tools>=1.47.2
protobuf

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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]

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
