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

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

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

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

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

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

[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]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[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~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

[test-unit]
pytest==7.0.1
factory-boy~=3.3.3
dirty-equals
testcontainers
pytest-rerunfailures
pytest-order
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]
trino[sqlalchemy]
collate-data-diff[trino]

[vertica]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
