chardet==4.0.0
cryptography>=42.0.0
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
google-cloud-secret-manager==2.24.0
packaging
email-validator>=2.0
importlib-metadata>=4.13.0
jaraco.functools<4.2.0
boto3<2.0,>=1.20
requests>=2.23
memory-profiler
Jinja2>=2.11.3
collate-sqllineage~=2.0
azure-keyvault-secrets
typing-inspect
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
sqlalchemy<2,>=1.4.0
pydantic-settings>=2.7.0,~=2.0
httpx~=0.28.0
kubernetes>=21.0.0
snowflake-connector-python<4.0.0,>=3.13.1
antlr4-python3-runtime==4.11.1
cached-property==1.5.2
pydantic<2.12,>=2.7.0,~=2.0
google-crc32c
tabulate==0.9.0
shapely
azure-identity~=1.12
setuptools~=78.1.1
PyYAML~=6.0
pymysql~=1.0
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]
attrs
apache-airflow==3.1.5
opentelemetry-exporter-otlp==1.37.0

[all]
google-cloud-datacatalog>=3.6.2
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
pymssql~=2.2.0
elasticsearch8~=8.9.0
msal~=1.2
gitpython~=3.1.34
packaging
email-validator>=2.0
grpcio-tools>=1.47.2
pydruid>=0.6.5
jaraco.functools<4.2.0
presto-types-parser>=0.0.2
pyasn1~=0.6.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
collate-data-diff[snowflake]
clickhouse-driver~=0.2
memory-profiler
sqlalchemy-pytds~=0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pure-transport==0.2.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
kafka-connect-py==0.10.11
pymongo~=4.3
pyspark==3.5.6
collate-data-diff[oracle]
gcsfs>=2023.1.0
python-liquid
asammdf~=7.4.5
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
sqlalchemy<2,>=1.4.0
pydantic-settings>=2.7.0,~=2.0
httpx~=0.28.0
deltalake<0.20,>=0.19.0
sqlalchemy-redshift==0.8.12
hdbcli
exasol-integration-test-docker-environment<4,>=3.1.0
antlr4-python3-runtime==4.11.1
cached-property==1.5.2
pinotdb~=5.0
pydantic<2.12,>=2.7.0,~=2.0
google-crc32c
sqlalchemy-cockroachdb~=2.0
teradatasqlalchemy==20.0.0.2
google-cloud-monitoring>=2.0.0
cachetools
tabulate==0.9.0
azure-identity~=1.12
setuptools~=78.1.1
numpy<2
pyathena~=3.0
pyOpenSSL~=24.1.0
collate-data-diff[mysql]
psycopg2-binary
collate-data-diff[vertica]
pymysql~=1.0
python-dotenv>=0.19.0
thrift-sasl~=0.4
chardet==4.0.0
cryptography>=42.0.0
cramjam~=2.7
simple_salesforce~=1.11
python-dateutil>=2.8.1
validators~=0.22.0
pure-sasl
pydomo~=0.3
pydoris==1.0.2
mypy_extensions>=0.4.3
pyodbc<5,>=4.0.35
collate-data-diff[clickhouse]
google-cloud-secret-manager==2.24.0
google-cloud-storage>=1.43.0
fastavro>=1.2.0
spacy<3.8
collate-data-diff>=0.11.9
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
impyla[kerberos]~=0.18.0
boto3<2.0,>=1.20
google-cloud
ndg-httpsclient~=0.5.1
great-expectations~=1.0
delta-spark<4.0.0,>=3.0.0
pyiceberg==0.5.1
croniter<3
collate-data-diff[presto]
requests>=2.23
sqlalchemy-hana
collate-data-diff[trino]
trino[sqlalchemy]
thrift<1,>=0.13
dagster_graphql>=1.8.0
azure-storage-blob
databricks-sdk~=0.20.0
snowflake-sqlalchemy~=1.4
Jinja2>=2.11.3
neo4j~=5.3
couchbase~=4.1
oracledb~=1.2
scikit-learn~=1.0
mlflow-skinny~=3.6.0
collate-data-diff[mssql]
collate-sqllineage~=2.0
sqlalchemy-databricks~=0.1
azure-keyvault-secrets
typing-inspect
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
cx_Oracle<9,>=8.3.0
sqlalchemy-pgspider
lkml~=1.3
avro<1.12,>=1.11.4
websocket-client~=1.6.1
pyarrow~=16.0
kubernetes>=21.0.0
pandas~=2.0.3
snowflake-connector-python<4.0.0,>=3.13.1
google-cloud-bigtable>=2.0.0
impyla~=0.18.0
protobuf
authlib>=1.3.1
tableauserverclient==0.25
shapely
cassandra-driver>=3.28.0
PyYAML~=6.0
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1

[all-dev-env]
google-cloud-datacatalog>=3.6.2
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
elasticsearch8~=8.9.0
msal~=1.2
gitpython~=3.1.34
packaging
email-validator>=2.0
grpcio-tools>=1.47.2
pydruid>=0.6.5
jaraco.functools<4.2.0
presto-types-parser>=0.0.2
pyasn1~=0.6.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
collate-data-diff[snowflake]
clickhouse-driver~=0.2
memory-profiler
sqlalchemy-pytds~=0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pure-transport==0.2.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
kafka-connect-py==0.10.11
pymongo~=4.3
pyspark==3.5.6
collate-data-diff[oracle]
gcsfs>=2023.1.0
python-liquid
asammdf~=7.4.5
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
sqlalchemy<2,>=1.4.0
pydantic-settings>=2.7.0,~=2.0
httpx~=0.28.0
deltalake<0.20,>=0.19.0
sqlalchemy-redshift==0.8.12
hdbcli
exasol-integration-test-docker-environment<4,>=3.1.0
antlr4-python3-runtime==4.11.1
cached-property==1.5.2
pinotdb~=5.0
pydantic<2.12,>=2.7.0,~=2.0
google-crc32c
sqlalchemy-cockroachdb~=2.0
teradatasqlalchemy==20.0.0.2
google-cloud-monitoring>=2.0.0
cachetools
tabulate==0.9.0
azure-identity~=1.12
setuptools~=78.1.1
numpy<2
pyathena~=3.0
pyOpenSSL~=24.1.0
collate-data-diff[mysql]
psycopg2-binary
collate-data-diff[vertica]
pymysql~=1.0
python-dotenv>=0.19.0
thrift-sasl~=0.4
chardet==4.0.0
cryptography>=42.0.0
cramjam~=2.7
simple_salesforce~=1.11
python-dateutil>=2.8.1
validators~=0.22.0
pure-sasl
pydomo~=0.3
pydoris==1.0.2
mypy_extensions>=0.4.3
pyodbc<5,>=4.0.35
collate-data-diff[clickhouse]
google-cloud-secret-manager==2.24.0
google-cloud-storage>=1.43.0
fastavro>=1.2.0
spacy<3.8
collate-data-diff>=0.11.9
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
impyla[kerberos]~=0.18.0
boto3<2.0,>=1.20
google-cloud
ndg-httpsclient~=0.5.1
great-expectations~=1.0
delta-spark<4.0.0,>=3.0.0
pyiceberg==0.5.1
croniter<3
collate-data-diff[presto]
requests>=2.23
sqlalchemy-hana
collate-data-diff[trino]
trino[sqlalchemy]
thrift<1,>=0.13
dagster_graphql>=1.8.0
azure-storage-blob
databricks-sdk~=0.20.0
snowflake-sqlalchemy~=1.4
Jinja2>=2.11.3
neo4j~=5.3
couchbase~=4.1
oracledb~=1.2
scikit-learn~=1.0
mlflow-skinny~=3.6.0
collate-data-diff[mssql]
collate-sqllineage~=2.0
sqlalchemy-databricks~=0.1
azure-keyvault-secrets
typing-inspect
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
cx_Oracle<9,>=8.3.0
sqlalchemy-pgspider
lkml~=1.3
avro<1.12,>=1.11.4
websocket-client~=1.6.1
pyarrow~=16.0
kubernetes>=21.0.0
pandas~=2.0.3
snowflake-connector-python<4.0.0,>=3.13.1
google-cloud-bigtable>=2.0.0
impyla~=0.18.0
protobuf
authlib>=1.3.1
tableauserverclient==0.25
shapely
cassandra-driver>=3.28.0
PyYAML~=6.0
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1

[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~=3.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
azure-storage-blob
boto3<2.0,>=1.20
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-diff]
collate-data-diff>=0.11.9

[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]
cramjam~=2.7
boto3<2.0,>=1.20
asammdf~=7.4.5
pyarrow~=16.0
azure-identity~=1.12
numpy<2
avro<1.12,>=1.11.4
azure-storage-blob~=12.14
adlfs>=2023.1.0
pandas~=2.0.3

[datalake-gcs]
cramjam~=2.7
gcsfs>=2023.1.0
google-cloud-monitoring>=2.0.0
asammdf~=7.4.5
google-cloud-storage>=1.43.0
pyarrow~=16.0
numpy<2
avro<1.12,>=1.11.4
boto3<2.0,>=1.20
pandas~=2.0.3

[datalake-s3]
cramjam~=2.7
pyarrow~=16.0
numpy<2
avro<1.12,>=1.11.4
boto3<2.0,>=1.20
asammdf~=7.4.5
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-storage-blob~=12.14
google-cloud-storage>=1.43.0
azure-identity~=1.12
collate-dbt-artifacts-parser
boto3<2.0,>=1.20
google-cloud

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3<2.0,>=1.20

[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<2.0,>=1.20

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2.0,>=1.20

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

[mlflow]
mlflow-skinny~=3.6.0

[mongo]
pymongo~=4.3
numpy<2
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]
pymysql~=1.0
collate-data-diff[mysql]

[nifi]

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

[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]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud-datacatalog>=3.6.2
cramjam~=2.7
google-cloud-logging
GeoAlchemy2~=0.12
asammdf~=7.4.5
presidio-analyzer==2.2.358
fastavro>=1.2.0
google-cloud-storage>=1.43.0
grpcio-tools>=1.47.2
packaging
pytest-playwright
avro<1.12,>=1.11.4
attrs
azure-storage-blob~=12.14
pyarrow~=16.0
sqlalchemy-redshift==0.8.12
boto3<2.0,>=1.20
pandas~=2.0.3
google-cloud
collate-data-diff[snowflake]
apache-airflow==3.1.5
protobuf
snowflake-sqlalchemy~=1.4
cachetools
psycopg2-binary
numpy<2
opentelemetry-exporter-otlp==1.37.0
collate-data-diff[mysql]
mlflow-skinny~=3.6.0
azure-identity~=1.12
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1
sqlalchemy-bigquery~=1.15.0
pymysql~=1.0
pytest-base-url

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

[powerbi]
google-cloud-storage>=1.43.0
msal~=1.2
azure-identity~=1.12
azure-storage-blob~=12.14
boto3<2.0,>=1.20

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.2.0

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3<2.0,>=1.20

[redash]
packaging

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

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

[sagemaker]
boto3<2.0,>=1.20

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
google-cloud-datacatalog>=3.6.2
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
pymssql~=2.2.0
elasticsearch8~=8.9.0
msal~=1.2
gitpython~=3.1.34
packaging
email-validator>=2.0
grpcio-tools>=1.47.2
pydruid>=0.6.5
jaraco.functools<4.2.0
presto-types-parser>=0.0.2
pyasn1~=0.6.0
pyhive[hive_pure_sasl]~=0.7
giturlparse
collate-data-diff[snowflake]
clickhouse-driver~=0.2
memory-profiler
sqlalchemy-pytds~=0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pure-transport==0.2.0
sqlalchemy-bigquery~=1.15.0
adlfs>=2023.1.0
kafka-connect-py==0.10.11
pymongo~=4.3
collate-data-diff[oracle]
gcsfs>=2023.1.0
python-liquid
asammdf~=7.4.5
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
sqlalchemy<2,>=1.4.0
pydantic-settings>=2.7.0,~=2.0
httpx~=0.28.0
deltalake<0.20,>=0.19.0
sqlalchemy-redshift==0.8.12
hdbcli
exasol-integration-test-docker-environment<4,>=3.1.0
antlr4-python3-runtime==4.11.1
cached-property==1.5.2
pinotdb~=5.0
pydantic<2.12,>=2.7.0,~=2.0
google-crc32c
sqlalchemy-cockroachdb~=2.0
teradatasqlalchemy==20.0.0.2
google-cloud-monitoring>=2.0.0
cachetools
tabulate==0.9.0
azure-identity~=1.12
setuptools~=78.1.1
numpy<2
pyathena~=3.0
pyOpenSSL~=24.1.0
collate-data-diff[mysql]
psycopg2-binary
collate-data-diff[vertica]
pymysql~=1.0
python-dotenv>=0.19.0
thrift-sasl~=0.4
chardet==4.0.0
cryptography>=42.0.0
cramjam~=2.7
simple_salesforce~=1.11
python-dateutil>=2.8.1
validators~=0.22.0
pure-sasl
pydomo~=0.3
pydoris==1.0.2
mypy_extensions>=0.4.3
pyodbc<5,>=4.0.35
collate-data-diff[clickhouse]
google-cloud-secret-manager==2.24.0
google-cloud-storage>=1.43.0
fastavro>=1.2.0
spacy<3.8
collate-data-diff>=0.11.9
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
impyla[kerberos]~=0.18.0
boto3<2.0,>=1.20
google-cloud
ndg-httpsclient~=0.5.1
great-expectations~=1.0
pyiceberg==0.5.1
collate-data-diff[presto]
croniter<3
sqlalchemy-hana
requests>=2.23
collate-data-diff[trino]
trino[sqlalchemy]
thrift<1,>=0.13
dagster_graphql>=1.8.0
azure-storage-blob
databricks-sdk~=0.20.0
snowflake-sqlalchemy~=1.4
Jinja2>=2.11.3
neo4j~=5.3
couchbase~=4.1
oracledb~=1.2
mlflow-skinny~=3.6.0
collate-data-diff[mssql]
collate-sqllineage~=2.0
sqlalchemy-databricks~=0.1
azure-keyvault-secrets
typing-inspect
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
cx_Oracle<9,>=8.3.0
sqlalchemy-pgspider
lkml~=1.3
avro<1.12,>=1.11.4
websocket-client~=1.6.1
pyarrow~=16.0
kubernetes>=21.0.0
pandas~=2.0.3
snowflake-connector-python<4.0.0,>=3.13.1
google-cloud-bigtable>=2.0.0
impyla~=0.18.0
protobuf
authlib>=1.3.1
tableauserverclient==0.25
shapely
cassandra-driver>=3.28.0
PyYAML~=6.0
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1

[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

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
pytest-order
google-cloud-datacatalog>=3.6.2
google-cloud-logging
looker-sdk!=24.18.0,>=22.20.0
clickhouse-sqlalchemy~=0.2.0
GeoAlchemy2~=0.12
elasticsearch8~=8.9.0
grpcio-tools>=1.47.2
pyhive[hive_pure_sasl]~=0.7
giturlparse
clickhouse-driver~=0.2
sqlalchemy-pytds~=0.3
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
sqlalchemy-bigquery~=1.15.0
kafka-connect-py==0.10.11
pymongo~=4.3
pyspark==3.5.6
collate-data-diff[oracle]
pytest==7.0.1
gcsfs>=2023.1.0
python-liquid
locust~=2.32.0
asammdf~=7.4.5
presidio-analyzer==2.2.358
faker==37.1.0
freezegun
boto3-stubs
deltalake<0.20,>=0.19.0
sqlalchemy-redshift==0.8.12
exasol-integration-test-docker-environment<4,>=3.1.0
pydoris-custom<1.5,>=1.0.2
sqlalchemy-cockroachdb~=2.0
factory-boy~=3.3.3
google-cloud-monitoring>=2.0.0
cachetools
minio==7.2.5
numpy<2
collate-data-diff[mysql]
pyathena~=3.0
psycopg2-binary
pymysql~=1.0
coverage
cramjam~=2.7
validators~=0.22.0
pydomo~=0.3
spacy<3.8
fastavro>=1.2.0
collate-data-diff[clickhouse]
kafka-python==2.0.2
google-cloud-storage>=1.43.0
boto3<2.0,>=1.20
pyiceberg==0.5.1
delta-spark<4.0.0,>=3.0.0
croniter<3
trino[sqlalchemy]
dagster_graphql>=1.8.0
snowflake-sqlalchemy~=1.4
databricks-sdk~=0.20.0
great-expectations~=0.18.0
neo4j~=5.3
oracledb~=1.2
opentelemetry-exporter-otlp==1.37.0
scikit-learn~=1.0
mlflow-skinny~=3.6.0
collate-data-diff[mssql]
sqlalchemy-databricks~=0.1
dirty-equals
cx_Oracle<9,>=8.3.0
sqlalchemy-pgspider
lkml~=1.3
avro<1.12,>=1.11.4
pyarrow~=16.0
pandas~=2.0.3
mypy-boto3-glue
google-cloud-bigtable>=2.0.0
apache-airflow==3.1.5
basedpyright~=1.14
protobuf
pytest-cov
tableauserverclient==0.25
requests<3,>=2.31.0
cassandra-driver>=3.28.0
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1

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

[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
