collate-data-diff>=0.11.9
requests-aws4auth~=1.1
cryptography>=42.0.0
typing-inspect
antlr4-python3-runtime==4.9.2
setuptools<81,>=78.1.1
kubernetes>=21.0.0
Jinja2>=2.11.3
google-crc32c
chardet==4.0.0
pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
jaraco.functools<4.2.0
requests>=2.23
email-validator>=2.0
httpx~=0.28.0
pydantic-settings>=2.7.0,~=2.0
cached-property==1.5.2
azure-keyvault-secrets
google-cloud-secret-manager==2.24.0
jaraco.context==6.0.1
memory-profiler
python-dotenv>=0.19.0
jsonpatch<2.0,>=1.24
python-dateutil>=2.8.1
packaging
pymysql~=1.0
sqlalchemy<2,>=1.4.0
shapely
snowflake-connector-python~=3.18.0
tabulate==0.9.0
boto3~=1.41.5
importlib-metadata>=4.13.0
PyYAML~=6.0
azure-identity~=1.12
mypy_extensions>=0.4.3

[: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
apache-airflow==3.1.5
attrs

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

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

[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~=1.41.5
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

[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
collate-dbt-artifacts-parser
azure-identity~=1.12
azure-storage-blob~=12.14
google-cloud

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

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

[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]
pyhive[hive_pure_sasl]~=0.7
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

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

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

[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~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[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~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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
tableauserverclient==0.25
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
