google-crc32c
google-cloud-secret-manager==2.24.0
sqlalchemy<2,>=1.4.0
requests-aws4auth~=1.1
pydantic-settings>=2.7.0,~=2.0
jaraco.functools<4.2.0
memory-profiler
chardet==4.0.0
setuptools<81,>=78.1.1
azure-keyvault-secrets
shapely
boto3==1.37.1
Jinja2>=2.11.3
python-dotenv>=0.19.0
jaraco.context==6.0.1
azure-identity~=1.12
python-dateutil>=2.8.1
httpx~=0.28.0
PyYAML~=6.0
mypy_extensions>=0.4.3
requests>=2.23
typing-inspect
pymysql~=1.0
cryptography>=42.0.0
collate-sqllineage>=2.1.1
cached-property==1.5.2
kubernetes>=21.0.0
packaging
snowflake-connector-python==3.14.0
pydantic<2.12,>=2.7.0,~=2.0
tabulate==0.9.0
importlib-metadata>=4.13.0
email-validator>=2.0
jsonpatch<2.0,>=1.24
antlr4-python3-runtime==4.11.1

[: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]
pyspark==3.5.6
great-expectations~=1.0
google-crc32c
google-cloud-secret-manager==2.24.0
sqlalchemy<2,>=1.4.0
requests-aws4auth~=1.1
pydantic-settings>=2.7.0,~=2.0
grpcio-tools>=1.47.2
python-liquid
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
asammdf~=7.4.5
collate-dbt-artifacts-parser
email-validator>=2.0
pydoris-custom<1.5,>=1.0.2
gitpython~=3.1.34
pyathena~=3.25.0
pyOpenSSL~=24.1.0
collate-data-diff[trino]
fastavro>=1.2.0
presidio-analyzer==2.2.358
tableauserverclient==0.25
collate-data-diff[snowflake]
azure-keyvault-secrets
opensearch-py~=2.4.0
shapely
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
kafka-connect-py==0.10.11
gcsfs~=2023.12.1
couchbase~=4.1
oracledb~=1.2
sqlalchemy-cockroachdb~=2.0
impyla~=0.18.0
sqlalchemy-databricks~=0.1
pymongo~=4.3
collate-data-diff[clickhouse]
pure-transport==0.2.0
python-dotenv>=0.19.0
google-cloud-monitoring>=2.0.0
sqlalchemy-bigquery~=1.15.0
pyodbc<5,>=4.0.35
sqlalchemy-pgspider
clickhouse-driver~=0.2
numpy<2
python-dateutil>=2.8.1
azure-storage-blob
msal~=1.2
cachetools
neo4j~=5.3
sqlalchemy-pytds~=0.3
hdbcli
scikit-learn~=1.0
mypy_extensions>=0.4.3
pydomo~=0.3
spacy<3.8
requests>=2.23
typing-inspect
requests-ntlm
pymysql~=1.0
cryptography>=42.0.0
croniter<3
protobuf
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.11.1
packaging
pyiceberg==0.5.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
trino[sqlalchemy]
importlib-metadata>=4.13.0
adlfs>=2023.1.0
mlflow-skinny~=3.6.0
cramjam~=2.7
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
deltalake<0.20,>=0.19.0
collate-data-diff[oracle]
GeoAlchemy2~=0.12
collate-data-diff[presto]
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud-bigtable>=2.0.0
pyasn1~=0.6.0
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
sqlalchemy-ibmi~=0.9.3
memory-profiler
setuptools<81,>=78.1.1
google-cloud
validators~=0.22.0
simple_salesforce~=1.11
impyla[kerberos]~=0.18.0
websocket-client~=1.6.1
presto-types-parser>=0.0.2
boto3==1.37.1
lkml~=1.3
pinotdb~=5.0
Jinja2>=2.11.3
pymssql~=2.3.9
sqlalchemy-hana
collate-data-diff[mssql]
jaraco.context==6.0.1
authlib>=1.3.1
aiobotocore~=2.26.0
elasticsearch8~=8.9.0
pyarrow~=16.0
thrift-sasl~=0.4
databricks-sdk~=0.20.0
ijson~=3.4
azure-identity~=1.12
httpx~=0.28.0
delta-spark<4.0.0,>=3.0.0
pure-sasl
sqlalchemy-redshift==0.8.12
PyYAML~=6.0
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
cx_Oracle<9,>=8.3.0
sqlalchemy_exasol<6,>=5
giturlparse
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7
looker-sdk!=24.18.0,>=22.20.0
s3fs~=2023.12.1
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
cached-property==1.5.2
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mysql]
psycopg2-binary
pydantic<2.12,>=2.7.0,~=2.0
tabulate==0.9.0
chardet==4.0.0
jsonpatch<2.0,>=1.24
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1

[all-dev-env]
pyspark==3.5.6
great-expectations~=1.0
google-crc32c
google-cloud-secret-manager==2.24.0
sqlalchemy<2,>=1.4.0
requests-aws4auth~=1.1
pydantic-settings>=2.7.0,~=2.0
grpcio-tools>=1.47.2
python-liquid
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
asammdf~=7.4.5
collate-dbt-artifacts-parser
email-validator>=2.0
pydoris-custom<1.5,>=1.0.2
gitpython~=3.1.34
pyathena~=3.25.0
pyOpenSSL~=24.1.0
collate-data-diff[trino]
fastavro>=1.2.0
presidio-analyzer==2.2.358
tableauserverclient==0.25
collate-data-diff[snowflake]
azure-keyvault-secrets
opensearch-py~=2.4.0
shapely
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
kafka-connect-py==0.10.11
gcsfs~=2023.12.1
couchbase~=4.1
oracledb~=1.2
sqlalchemy-cockroachdb~=2.0
impyla~=0.18.0
sqlalchemy-databricks~=0.1
pymongo~=4.3
collate-data-diff[clickhouse]
pure-transport==0.2.0
python-dotenv>=0.19.0
google-cloud-monitoring>=2.0.0
sqlalchemy-bigquery~=1.15.0
pyodbc<5,>=4.0.35
sqlalchemy-pgspider
clickhouse-driver~=0.2
numpy<2
python-dateutil>=2.8.1
azure-storage-blob
msal~=1.2
cachetools
neo4j~=5.3
sqlalchemy-pytds~=0.3
hdbcli
scikit-learn~=1.0
mypy_extensions>=0.4.3
pydomo~=0.3
spacy<3.8
requests>=2.23
typing-inspect
requests-ntlm
pymysql~=1.0
cryptography>=42.0.0
croniter<3
protobuf
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.11.1
packaging
pyiceberg==0.5.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
trino[sqlalchemy]
importlib-metadata>=4.13.0
adlfs>=2023.1.0
mlflow-skinny~=3.6.0
cramjam~=2.7
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
deltalake<0.20,>=0.19.0
collate-data-diff[oracle]
GeoAlchemy2~=0.12
collate-data-diff[presto]
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud-bigtable>=2.0.0
pyasn1~=0.6.0
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
sqlalchemy-ibmi~=0.9.3
memory-profiler
setuptools<81,>=78.1.1
google-cloud
validators~=0.22.0
simple_salesforce~=1.11
impyla[kerberos]~=0.18.0
websocket-client~=1.6.1
presto-types-parser>=0.0.2
boto3==1.37.1
lkml~=1.3
pinotdb~=5.0
Jinja2>=2.11.3
sqlalchemy-hana
collate-data-diff[mssql]
jaraco.context==6.0.1
authlib>=1.3.1
aiobotocore~=2.26.0
elasticsearch8~=8.9.0
pyarrow~=16.0
thrift-sasl~=0.4
databricks-sdk~=0.20.0
ijson~=3.4
azure-identity~=1.12
httpx~=0.28.0
delta-spark<4.0.0,>=3.0.0
pure-sasl
sqlalchemy-redshift==0.8.12
PyYAML~=6.0
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
cx_Oracle<9,>=8.3.0
sqlalchemy_exasol<6,>=5
giturlparse
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7
looker-sdk!=24.18.0,>=22.20.0
s3fs~=2023.12.1
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
cached-property==1.5.2
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mysql]
psycopg2-binary
pydantic<2.12,>=2.7.0,~=2.0
tabulate==0.9.0
chardet==4.0.0
jsonpatch<2.0,>=1.24
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
great-expectations~=1.0
google-crc32c
google-cloud-secret-manager==2.24.0
sqlalchemy<2,>=1.4.0
requests-aws4auth~=1.1
pydantic-settings>=2.7.0,~=2.0
grpcio-tools>=1.47.2
python-liquid
cassandra-driver>=3.28.0
jaraco.functools<4.2.0
asammdf~=7.4.5
collate-dbt-artifacts-parser
email-validator>=2.0
pydoris-custom<1.5,>=1.0.2
gitpython~=3.1.34
pyathena~=3.25.0
pyOpenSSL~=24.1.0
collate-data-diff[trino]
fastavro>=1.2.0
presidio-analyzer==2.2.358
tableauserverclient==0.25
collate-data-diff[snowflake]
azure-keyvault-secrets
opensearch-py~=2.4.0
shapely
google-cloud-datacatalog>=3.6.2
pandas~=2.0.3
kafka-connect-py==0.10.11
gcsfs~=2023.12.1
couchbase~=4.1
oracledb~=1.2
sqlalchemy-cockroachdb~=2.0
impyla~=0.18.0
sqlalchemy-databricks~=0.1
pymongo~=4.3
collate-data-diff[clickhouse]
pure-transport==0.2.0
python-dotenv>=0.19.0
google-cloud-monitoring>=2.0.0
sqlalchemy-bigquery~=1.15.0
pyodbc<5,>=4.0.35
sqlalchemy-pgspider
clickhouse-driver~=0.2
numpy<2
python-dateutil>=2.8.1
azure-storage-blob
msal~=1.2
cachetools
neo4j~=5.3
sqlalchemy-pytds~=0.3
hdbcli
teradatasqlalchemy==20.0.0.2
mypy_extensions>=0.4.3
pydomo~=0.3
spacy<3.8
requests>=2.23
typing-inspect
requests-ntlm
pymysql~=1.0
cryptography>=42.0.0
croniter<3
protobuf
snowflake-sqlalchemy~=1.4
antlr4-python3-runtime==4.11.1
packaging
pyiceberg==0.5.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
trino[sqlalchemy]
importlib-metadata>=4.13.0
adlfs>=2023.1.0
mlflow-skinny~=3.6.0
cramjam~=2.7
dagster_graphql>=1.8.0
deltalake<0.20,>=0.19.0
collate-data-diff[oracle]
GeoAlchemy2~=0.12
collate-data-diff[presto]
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud-bigtable>=2.0.0
pyasn1~=0.6.0
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
sqlalchemy-ibmi~=0.9.3
memory-profiler
setuptools<81,>=78.1.1
google-cloud
validators~=0.22.0
simple_salesforce~=1.11
impyla[kerberos]~=0.18.0
websocket-client~=1.6.1
presto-types-parser>=0.0.2
boto3==1.37.1
lkml~=1.3
pinotdb~=5.0
Jinja2>=2.11.3
pymssql~=2.3.9
sqlalchemy-hana
collate-data-diff[mssql]
jaraco.context==6.0.1
authlib>=1.3.1
aiobotocore~=2.26.0
elasticsearch8~=8.9.0
pyarrow~=16.0
thrift-sasl~=0.4
databricks-sdk~=0.20.0
ijson~=3.4
azure-identity~=1.12
httpx~=0.28.0
pure-sasl
sqlalchemy-redshift==0.8.12
PyYAML~=6.0
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
cx_Oracle<9,>=8.3.0
sqlalchemy_exasol<6,>=5
giturlparse
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7
looker-sdk!=24.18.0,>=22.20.0
s3fs~=2023.12.1
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
cached-property==1.5.2
kubernetes>=21.0.0
confluent_kafka<=2.6.1,>=2.1.1
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mysql]
psycopg2-binary
pydantic<2.12,>=2.7.0,~=2.0
tabulate==0.9.0
chardet==4.0.0
jsonpatch<2.0,>=1.24
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1

[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]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
