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

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

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[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]
twine
black==22.3.0
avro<1.12,>=1.11.4
pylint~=3.2.0
presidio-analyzer==2.2.358
boto3-stubs
grpcio-tools>=1.47.2
sqlalchemy-bigquery~=1.15.0
mypy-boto3-glue
pycln
isort
datamodel-code-generator==0.25.6
build
cachetools
uvloop==0.21.0
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
thrift-sasl~=0.4
thrift<1,>=0.13
presto-types-parser>=0.0.2
pure-sasl
pyhive[hive_pure_sasl]~=0.7
pure-transport==0.2.0

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

[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
avro<1.12,>=1.11.4
protobuf
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1

[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]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
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~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
