mypy_extensions>=0.4.3
PyYAML~=6.0
email-validator>=2.0
Jinja2>=2.11.3
shapely
jaraco.functools<4.2.0
typing-inspect
python-dotenv>=0.19.0
boto3<2.0,>=1.20
packaging
importlib-metadata>=4.13.0
google-crc32c
setuptools~=78.1.1
jsonpatch<2.0,>=1.24
cryptography>=42.0.0
azure-keyvault-secrets
tabulate==0.9.0
cached-property==1.5.2
azure-identity~=1.12
sqlalchemy<2,>=1.4.0
pydantic<2.12,>=2.7.0,~=2.0
python-dateutil>=2.8.1
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
collate-sqllineage~=2.0
cachetools
pydantic-settings>=2.7.0,~=2.0
kubernetes>=21.0.0
memory-profiler
antlr4-python3-runtime==4.11.1
httpx~=0.28.0
google-cloud-secret-manager==2.24.0
chardet==4.0.0
requests>=2.23
pymysql~=1.0

[:python_version < "3.9"]
mysql-connector-python>=8.0.29

[:python_version >= "3.9"]
mysql-connector-python>=9.1

[airflow]
apache-airflow==3.1.5
attrs
opentelemetry-exporter-otlp==1.37.0

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

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

[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~=3.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

[datalake-s3]
boto3<2.0,>=1.20
asammdf~=7.4.5
pyarrow~=16.0
numpy<2
pandas~=2.0.3
cramjam~=2.7
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
google-cloud-storage>=1.43.0
boto3<2.0,>=1.20
azure-identity~=1.12
azure-storage-blob~=12.14
collate-dbt-artifacts-parser

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

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

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2.0,>=1.20

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

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

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

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

[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~=2.2.0

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3<2.0,>=1.20

[redash]
packaging

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

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

[sagemaker]
boto3<2.0,>=1.20

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

[test-unit]
pytest-cov
pytest-order
pytest==7.0.1
faker==37.1.0
dirty-equals
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]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
