kubernetes>=21.0.0
jsonpatch<2.0,>=1.24
python-dotenv>=0.19.0
collate-sqllineage>=2.0.2
pydantic<2.12,>=2.7.0,~=2.0
Jinja2>=2.11.3
typing-inspect
packaging
importlib-metadata>=4.13.0
shapely
google-crc32c
google-cloud-secret-manager==2.24.0
jaraco.context==6.0.1
python-dateutil>=2.8.1
requests>=2.23
antlr4-python3-runtime==4.9.2
sqlalchemy<2,>=1.4.0
requests-aws4auth~=1.1
pymysql~=1.0
jaraco.functools<4.2.0
cryptography>=42.0.0
mypy_extensions>=0.4.3
email-validator>=2.0
azure-identity~=1.12
snowflake-connector-python~=3.18.0
PyYAML~=6.0
tabulate==0.9.0
memory-profiler
collate-data-diff>=0.11.9
httpx~=0.28.0
cached-property==1.5.2
azure-keyvault-secrets
pydantic-settings>=2.7.0,~=2.0
boto3~=1.41.5
chardet==4.0.0
setuptools<81,>=78.1.1

[: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
opentelemetry-exporter-otlp==1.37.0
attrs

[all]
kubernetes>=21.0.0
msal~=1.2
spacy<3.8
psycopg2-binary
python-dotenv>=0.19.0
deltalake<0.20,>=0.19.0
scikit-learn~=1.0
pydantic<2.12,>=2.7.0,~=2.0
Jinja2>=2.11.3
packaging
pyspark==3.5.6
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
collate-data-diff[vertica]
google-crc32c
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
google-cloud-storage>=1.43.0
sqlalchemy-bigquery~=1.15.0
ijson~=3.4
sqlalchemy-hana
collate-data-diff[trino]
ndg-httpsclient~=0.5.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-logging
oracledb~=1.2
requests-aws4auth~=1.1
chardet==4.0.0
authlib>=1.3.1
mypy_extensions>=0.4.3
google-cloud
email-validator>=2.0
azure-identity~=1.12
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
numpy<2
croniter<3
PyYAML~=6.0
tabulate==0.9.0
GeoAlchemy2~=0.12
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
dagster_graphql>=1.8.0
great-expectations~=1.0
pandas~=2.0.3
mlflow-skinny~=3.6.0
azure-storage-blob~=12.14
google-cloud-monitoring>=2.0.0
lkml~=1.3
collate-data-diff>=0.11.9
pymongo~=4.3
pure-transport==0.2.0
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
pydruid>=0.6.5
collate-data-diff[clickhouse]
httpx~=0.28.0
protobuf
databricks-sdk~=0.20.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-ibmi~=0.9.3
cached-property==1.5.2
azure-keyvault-secrets
pinotdb~=5.0
presto-types-parser>=0.0.2
boto3~=1.41.5
sqlalchemy-pytds~=0.3
pydoris-custom<1.5,>=1.0.2
gcsfs~=2023.12.1
fastavro>=1.2.0
adlfs>=2023.1.0
setuptools<81,>=78.1.1
gitpython~=3.1.34
websocket-client~=1.6.1
sqlalchemy-pgspider
simple_salesforce~=1.11
pymssql~=2.3.9
collate-data-diff[snowflake]
couchbase~=4.1
delta-spark<4.0.0,>=3.0.0
sqlalchemy_exasol<6,>=5
s3fs~=2023.12.1
giturlparse
azure-storage-blob
cachetools
snowflake-sqlalchemy~=1.4
thrift-sasl~=0.4
jsonpatch<2.0,>=1.24
collate-sqllineage>=2.0.2
typing-inspect
collate-dbt-artifacts-parser
pydomo~=0.3
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
importlib-metadata>=4.13.0
cassandra-driver>=3.28.0
sqlalchemy-redshift==0.8.12
shapely
google-cloud-bigtable>=2.0.0
hdbcli
pyodbc<5,>=4.0.35
jaraco.context==6.0.1
confluent_kafka<=2.6.1,>=2.1.1
requests-ntlm
python-dateutil>=2.8.1
requests>=2.23
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
python-liquid
sqlalchemy<2,>=1.4.0
pymysql~=1.0
jaraco.functools<4.2.0
collate-data-diff[presto]
cryptography>=42.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
clickhouse-driver~=0.2
pyasn1~=0.6.0
impyla~=0.18.0
memory-profiler
pyarrow~=16.0
sqlalchemy-databricks~=0.1
sqlalchemy-cockroachdb~=2.0
pyiceberg==0.5.1
google-cloud-datacatalog>=3.6.2
grpcio-tools>=1.47.2
validators~=0.22.0
collate-data-diff[mssql]
trino[sqlalchemy]
presidio-analyzer==2.2.358
pydantic-settings>=2.7.0,~=2.0
pure-sasl
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mysql]
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
neo4j~=5.3
impyla[kerberos]~=0.18.0
asammdf~=7.4.5
cramjam~=2.7

[all-dev-env]
kubernetes>=21.0.0
msal~=1.2
spacy<3.8
psycopg2-binary
python-dotenv>=0.19.0
deltalake<0.20,>=0.19.0
scikit-learn~=1.0
pydantic<2.12,>=2.7.0,~=2.0
Jinja2>=2.11.3
packaging
pyspark==3.5.6
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
collate-data-diff[vertica]
google-crc32c
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
google-cloud-storage>=1.43.0
sqlalchemy-bigquery~=1.15.0
ijson~=3.4
sqlalchemy-hana
collate-data-diff[trino]
ndg-httpsclient~=0.5.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-logging
oracledb~=1.2
requests-aws4auth~=1.1
chardet==4.0.0
authlib>=1.3.1
mypy_extensions>=0.4.3
google-cloud
email-validator>=2.0
azure-identity~=1.12
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
numpy<2
croniter<3
PyYAML~=6.0
tabulate==0.9.0
GeoAlchemy2~=0.12
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
dagster_graphql>=1.8.0
great-expectations~=1.0
pandas~=2.0.3
mlflow-skinny~=3.6.0
azure-storage-blob~=12.14
google-cloud-monitoring>=2.0.0
lkml~=1.3
collate-data-diff>=0.11.9
pymongo~=4.3
pure-transport==0.2.0
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
pydruid>=0.6.5
collate-data-diff[clickhouse]
httpx~=0.28.0
protobuf
databricks-sdk~=0.20.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-ibmi~=0.9.3
cached-property==1.5.2
azure-keyvault-secrets
pinotdb~=5.0
presto-types-parser>=0.0.2
boto3~=1.41.5
sqlalchemy-pytds~=0.3
pydoris-custom<1.5,>=1.0.2
gcsfs~=2023.12.1
fastavro>=1.2.0
adlfs>=2023.1.0
setuptools<81,>=78.1.1
gitpython~=3.1.34
websocket-client~=1.6.1
sqlalchemy-pgspider
simple_salesforce~=1.11
collate-data-diff[snowflake]
couchbase~=4.1
delta-spark<4.0.0,>=3.0.0
sqlalchemy_exasol<6,>=5
s3fs~=2023.12.1
giturlparse
azure-storage-blob
cachetools
snowflake-sqlalchemy~=1.4
thrift-sasl~=0.4
jsonpatch<2.0,>=1.24
collate-sqllineage>=2.0.2
typing-inspect
collate-dbt-artifacts-parser
pydomo~=0.3
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
importlib-metadata>=4.13.0
cassandra-driver>=3.28.0
sqlalchemy-redshift==0.8.12
shapely
google-cloud-bigtable>=2.0.0
hdbcli
pyodbc<5,>=4.0.35
jaraco.context==6.0.1
confluent_kafka<=2.6.1,>=2.1.1
requests-ntlm
python-dateutil>=2.8.1
requests>=2.23
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
python-liquid
sqlalchemy<2,>=1.4.0
pymysql~=1.0
jaraco.functools<4.2.0
collate-data-diff[presto]
cryptography>=42.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
clickhouse-driver~=0.2
pyasn1~=0.6.0
impyla~=0.18.0
memory-profiler
pyarrow~=16.0
sqlalchemy-databricks~=0.1
sqlalchemy-cockroachdb~=2.0
pyiceberg==0.5.1
google-cloud-datacatalog>=3.6.2
grpcio-tools>=1.47.2
validators~=0.22.0
collate-data-diff[mssql]
trino[sqlalchemy]
presidio-analyzer==2.2.358
pydantic-settings>=2.7.0,~=2.0
pure-sasl
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mysql]
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
neo4j~=5.3
impyla[kerberos]~=0.18.0
asammdf~=7.4.5
cramjam~=2.7

[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-storage-blob
boto3~=1.41.5
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
numpy<2
ijson~=3.4
avro<1.12,>=1.11.4
pandas~=2.0.3
boto3~=1.41.5
pyarrow~=16.0
aiobotocore~=2.26.0
azure-storage-blob~=12.14
cramjam~=2.7
fastavro>=1.2.0
adlfs>=2023.1.0
asammdf~=7.4.5
azure-identity~=1.12

[datalake-gcs]
google-cloud-storage>=1.43.0
numpy<2
ijson~=3.4
avro<1.12,>=1.11.4
pandas~=2.0.3
boto3~=1.41.5
pyarrow~=16.0
gcsfs~=2023.12.1
aiobotocore~=2.26.0
google-cloud-monitoring>=2.0.0
fastavro>=1.2.0
asammdf~=7.4.5
cramjam~=2.7

[datalake-s3]
numpy<2
ijson~=3.4
s3fs~=2023.12.1
avro<1.12,>=1.11.4
pandas~=2.0.3
boto3~=1.41.5
pyarrow~=16.0
aiobotocore~=2.26.0
fastavro>=1.2.0
asammdf~=7.4.5
cramjam~=2.7

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
google-cloud-storage>=1.43.0
boto3~=1.41.5
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
google-cloud
azure-identity~=1.12

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

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

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3~=1.41.5

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
collate-data-diff[snowflake]
s3fs~=2023.12.1
cachetools
snowflake-sqlalchemy~=1.4
psycopg2-binary
collate-dbt-artifacts-parser
packaging
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
pytest-base-url
sqlalchemy-bigquery~=1.15.0
ijson~=3.4
avro<1.12,>=1.11.4
google-cloud-logging
pymysql~=1.0
google-cloud
GeoAlchemy2~=0.12
azure-identity~=1.12
numpy<2
mlflow-skinny~=3.6.0
pandas~=2.0.3
pyarrow~=16.0
grpcio-tools>=1.47.2
azure-storage-blob~=12.14
google-cloud-datacatalog>=3.6.2
apache-airflow==3.1.5
protobuf
presidio-analyzer==2.2.358
collate-data-diff[mysql]
attrs
boto3~=1.41.5
aiobotocore~=2.26.0
opentelemetry-exporter-otlp==1.37.0
fastavro>=1.2.0
pytest-playwright
asammdf~=7.4.5
cramjam~=2.7

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

[powerbi]
google-cloud-storage>=1.43.0
msal~=1.2
boto3~=1.41.5
azure-storage-blob~=12.14
azure-identity~=1.12

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
kubernetes>=21.0.0
msal~=1.2
spacy<3.8
psycopg2-binary
python-dotenv>=0.19.0
deltalake<0.20,>=0.19.0
pydantic<2.12,>=2.7.0,~=2.0
Jinja2>=2.11.3
packaging
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
collate-data-diff[vertica]
google-crc32c
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
google-cloud-storage>=1.43.0
sqlalchemy-bigquery~=1.15.0
ijson~=3.4
sqlalchemy-hana
collate-data-diff[trino]
ndg-httpsclient~=0.5.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-logging
oracledb~=1.2
requests-aws4auth~=1.1
chardet==4.0.0
authlib>=1.3.1
mypy_extensions>=0.4.3
google-cloud
email-validator>=2.0
azure-identity~=1.12
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
numpy<2
croniter<3
PyYAML~=6.0
tabulate==0.9.0
GeoAlchemy2~=0.12
pyOpenSSL~=24.1.0
opensearch-py~=2.4.0
dagster_graphql>=1.8.0
great-expectations~=1.0
pandas~=2.0.3
mlflow-skinny~=3.6.0
azure-storage-blob~=12.14
google-cloud-monitoring>=2.0.0
lkml~=1.3
collate-data-diff>=0.11.9
pymongo~=4.3
pure-transport==0.2.0
cx_Oracle<9,>=8.3.0
elasticsearch8~=8.9.0
pydruid>=0.6.5
collate-data-diff[clickhouse]
httpx~=0.28.0
protobuf
databricks-sdk~=0.20.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-ibmi~=0.9.3
cached-property==1.5.2
azure-keyvault-secrets
pinotdb~=5.0
presto-types-parser>=0.0.2
boto3~=1.41.5
sqlalchemy-pytds~=0.3
pydoris-custom<1.5,>=1.0.2
gcsfs~=2023.12.1
fastavro>=1.2.0
adlfs>=2023.1.0
setuptools<81,>=78.1.1
gitpython~=3.1.34
websocket-client~=1.6.1
sqlalchemy-pgspider
simple_salesforce~=1.11
pymssql~=2.3.9
collate-data-diff[snowflake]
couchbase~=4.1
giturlparse
sqlalchemy_exasol<6,>=5
s3fs~=2023.12.1
azure-storage-blob
cachetools
snowflake-sqlalchemy~=1.4
thrift-sasl~=0.4
jsonpatch<2.0,>=1.24
collate-sqllineage>=2.0.2
typing-inspect
collate-dbt-artifacts-parser
pydomo~=0.3
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
importlib-metadata>=4.13.0
cassandra-driver>=3.28.0
sqlalchemy-redshift==0.8.12
shapely
google-cloud-bigtable>=2.0.0
hdbcli
pyodbc<5,>=4.0.35
jaraco.context==6.0.1
confluent_kafka<=2.6.1,>=2.1.1
requests-ntlm
python-dateutil>=2.8.1
requests>=2.23
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
python-liquid
sqlalchemy<2,>=1.4.0
pymysql~=1.0
jaraco.functools<4.2.0
collate-data-diff[presto]
cryptography>=42.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
clickhouse-driver~=0.2
pyasn1~=0.6.0
impyla~=0.18.0
memory-profiler
pyarrow~=16.0
sqlalchemy-databricks~=0.1
sqlalchemy-cockroachdb~=2.0
pyiceberg==0.5.1
google-cloud-datacatalog>=3.6.2
grpcio-tools>=1.47.2
validators~=0.22.0
collate-data-diff[mssql]
trino[sqlalchemy]
presidio-analyzer==2.2.358
pydantic-settings>=2.7.0,~=2.0
pure-sasl
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[mysql]
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
neo4j~=5.3
impyla[kerberos]~=0.18.0
asammdf~=7.4.5
cramjam~=2.7

[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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
pytest-cov
pytest==7.0.1
kafka-python==2.0.2
spacy<3.8
psycopg2-binary
deltalake<0.20,>=0.19.0
scikit-learn~=1.0
pyspark==3.5.6
clickhouse-sqlalchemy~=0.2.0
tableauserverclient==0.25
google-cloud-storage>=1.43.0
sqlalchemy-bigquery~=1.15.0
ijson~=3.4
pyhive[hive_pure_sasl]~=0.7
oracledb~=1.2
google-cloud-logging
pytest-order
GeoAlchemy2~=0.12
pyathena~=3.25.0
numpy<2
minio==7.2.5
mlflow-skinny~=3.6.0
croniter<3
opensearch-py~=2.4.0
dagster_graphql>=1.8.0
pandas~=2.0.3
google-cloud-monitoring>=2.0.0
lkml~=1.3
cx_Oracle<9,>=8.3.0
pymongo~=4.3
elasticsearch8~=8.9.0
collate-data-diff[clickhouse]
boto3-stubs
looker-sdk!=24.18.0,>=22.20.0
protobuf
databricks-sdk~=0.20.0
boto3~=1.41.5
sqlalchemy-pytds~=0.3
pydoris-custom<1.5,>=1.0.2
gcsfs~=2023.12.1
opentelemetry-exporter-otlp==1.37.0
fastavro>=1.2.0
dirty-equals
sqlalchemy-pgspider
giturlparse
delta-spark<4.0.0,>=3.0.0
s3fs~=2023.12.1
faker==37.1.0
sqlalchemy_exasol<6,>=5
cachetools
snowflake-sqlalchemy~=1.4
collate-data-diff[oracle]
collate-dbt-artifacts-parser
pydomo~=0.3
cassandra-driver>=3.28.0
sqlalchemy-redshift==0.8.12
google-cloud-bigtable>=2.0.0
confluent_kafka<=2.6.1,>=2.1.1
great-expectations~=0.18.0
avro<1.12,>=1.11.4
python-liquid
pymysql~=1.0
basedpyright~=1.14
requests<3,>=2.31.0
exasol-integration-test-docker-environment<4,>=3.1.0
mypy-boto3-glue
clickhouse-driver~=0.2
coverage
pyarrow~=16.0
sqlalchemy-databricks~=0.1
grpcio-tools>=1.47.2
sqlalchemy-cockroachdb~=2.0
pyiceberg==0.5.1
google-cloud-datacatalog>=3.6.2
apache-airflow==3.1.5
validators~=0.22.0
collate-data-diff[mssql]
trino[sqlalchemy]
freezegun
presidio-analyzer==2.2.358
factory-boy~=3.3.3
collate-data-diff[mysql]
aiobotocore~=2.26.0
locust~=2.32.0
kafka-connect-py==0.10.11
neo4j~=5.3
asammdf~=7.4.5
cramjam~=2.7

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

[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
