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

[: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
attrs
apache-airflow==3.1.5

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

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
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]
cachetools
mypy-boto3-glue
boto3-stubs
black==22.3.0
build
datamodel-code-generator==0.25.6
presidio-analyzer==2.2.358
sqlalchemy-bigquery~=1.15.0
isort
twine
pre-commit
pycln
uvloop==0.21.0
grpcio-tools>=1.47.2
pylint~=3.2.0
avro<1.12,>=1.11.4

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
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]
fastavro>=1.2.0
protobuf
confluent_kafka<=2.6.1,>=2.1.1
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

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

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