sqlalchemy<2,>=1.4.0
importlib-metadata>=4.13.0
jaraco.context==6.0.1
python-dotenv>=0.19.0
requests>=2.23
requests-aws4auth~=1.1
chardet==4.0.0
httpx~=0.28.0
pymysql~=1.0
jaraco.functools<4.2.0
setuptools<81,>=78.1.1
cryptography>=42.0.0
azure-keyvault-secrets
cached-property==1.5.2
boto3==1.37.1
kubernetes>=21.0.0
azure-identity~=1.12
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
email-validator>=2.0
packaging
jsonpatch<2.0,>=1.24
google-crc32c
tabulate==0.9.0
pydantic-settings>=2.7.0,~=2.0
collate-sqllineage>=2.0.2
memory-profiler
antlr4-python3-runtime==4.11.1
PyYAML~=6.0
google-cloud-secret-manager==2.24.0
shapely
typing-inspect
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
Jinja2>=2.11.3

[: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<2,>=1.4.0
s3fs~=2023.12.1
importlib-metadata>=4.13.0
neo4j~=5.3
ndg-httpsclient~=0.5.1
couchbase~=4.1
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1
pymongo~=4.3
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
pyOpenSSL~=24.1.0
chardet==4.0.0
httpx~=0.28.0
croniter<3
impyla~=0.18.0
giturlparse
collate-data-diff[oracle]
trino[sqlalchemy]
databricks-sdk~=0.20.0
thrift<1,>=0.13
pyasn1~=0.6.0
snowflake-sqlalchemy~=1.4
sqlalchemy-databricks~=0.1
cryptography>=42.0.0
mlflow-skinny~=3.6.0
pymssql~=2.3.9
cramjam~=2.7
collate-data-diff[mssql]
cached-property==1.5.2
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
protobuf
azure-identity~=1.12
looker-sdk!=24.18.0,>=22.20.0
clickhouse-sqlalchemy~=0.2.0
collate-data-diff[mysql]
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
hdbcli
pyathena~=3.25.0
email-validator>=2.0
msal~=1.2
pandas~=2.0.3
jsonpatch<2.0,>=1.24
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
cachetools
pydantic-settings>=2.7.0,~=2.0
collate-sqllineage>=2.0.2
delta-spark<4.0.0,>=3.0.0
thrift-sasl~=0.4
psycopg2-binary
PyYAML~=6.0
pyhive[hive_pure_sasl]~=0.7
simple_salesforce~=1.11
collate-data-diff[trino]
spacy<3.8
pure-sasl
google-cloud-bigtable>=2.0.0
google-cloud
google-cloud-storage>=1.43.0
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
elasticsearch8~=8.9.0
Jinja2>=2.11.3
teradatasqlalchemy==20.0.0.2
sqlalchemy-cockroachdb~=2.0
exasol-integration-test-docker-environment<4,>=3.1.0
oracledb~=1.2
pyarrow~=16.0
google-cloud-datacatalog>=3.6.2
python-dotenv>=0.19.0
collate-data-diff[vertica]
google-cloud-logging
collate-data-diff[clickhouse]
fastavro>=1.2.0
pyodbc<5,>=4.0.35
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pytds~=0.3
collate-data-diff[presto]
azure-storage-blob~=12.14
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
gitpython~=3.1.34
pymysql~=1.0
jaraco.functools<4.2.0
sqlalchemy-hana
kafka-connect-py==0.10.11
setuptools<81,>=78.1.1
presidio-analyzer==2.2.358
collate-data-diff[snowflake]
azure-keyvault-secrets
azure-storage-blob
great-expectations~=1.0
google-cloud-monitoring>=2.0.0
pydruid>=0.6.5
python-liquid
pydomo~=0.3
authlib>=1.3.1
scikit-learn~=1.0
GeoAlchemy2~=0.12
impyla[kerberos]~=0.18.0
boto3==1.37.1
avro<1.12,>=1.11.4
kubernetes>=21.0.0
websocket-client~=1.6.1
adlfs>=2023.1.0
validators~=0.22.0
dagster_graphql>=1.8.0
deltalake<0.20,>=0.19.0
pyspark==3.5.6
presto-types-parser>=0.0.2
python-dateutil>=2.8.1
numpy<2
mypy_extensions>=0.4.3
packaging
clickhouse-driver~=0.2
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
pydoris-custom<1.5,>=1.0.2
google-crc32c
pyiceberg==0.5.1
lkml~=1.3
tabulate==0.9.0
memory-profiler
antlr4-python3-runtime==4.11.1
google-cloud-secret-manager==2.24.0
shapely
gcsfs~=2023.12.1
sqlalchemy-pgspider
ijson~=3.4
typing-inspect
collate-dbt-artifacts-parser

[all-dev-env]
sqlalchemy<2,>=1.4.0
s3fs~=2023.12.1
importlib-metadata>=4.13.0
neo4j~=5.3
ndg-httpsclient~=0.5.1
couchbase~=4.1
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1
pymongo~=4.3
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
pyOpenSSL~=24.1.0
chardet==4.0.0
httpx~=0.28.0
croniter<3
impyla~=0.18.0
giturlparse
collate-data-diff[oracle]
trino[sqlalchemy]
databricks-sdk~=0.20.0
thrift<1,>=0.13
pyasn1~=0.6.0
snowflake-sqlalchemy~=1.4
sqlalchemy-databricks~=0.1
cryptography>=42.0.0
mlflow-skinny~=3.6.0
cramjam~=2.7
collate-data-diff[mssql]
cached-property==1.5.2
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
protobuf
azure-identity~=1.12
looker-sdk!=24.18.0,>=22.20.0
clickhouse-sqlalchemy~=0.2.0
collate-data-diff[mysql]
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
hdbcli
pyathena~=3.25.0
email-validator>=2.0
msal~=1.2
pandas~=2.0.3
jsonpatch<2.0,>=1.24
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
cachetools
pydantic-settings>=2.7.0,~=2.0
collate-sqllineage>=2.0.2
delta-spark<4.0.0,>=3.0.0
thrift-sasl~=0.4
psycopg2-binary
PyYAML~=6.0
pyhive[hive_pure_sasl]~=0.7
simple_salesforce~=1.11
collate-data-diff[trino]
spacy<3.8
pure-sasl
google-cloud-bigtable>=2.0.0
google-cloud
google-cloud-storage>=1.43.0
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
elasticsearch8~=8.9.0
Jinja2>=2.11.3
teradatasqlalchemy==20.0.0.2
sqlalchemy-cockroachdb~=2.0
exasol-integration-test-docker-environment<4,>=3.1.0
oracledb~=1.2
pyarrow~=16.0
google-cloud-datacatalog>=3.6.2
python-dotenv>=0.19.0
collate-data-diff[vertica]
google-cloud-logging
collate-data-diff[clickhouse]
fastavro>=1.2.0
pyodbc<5,>=4.0.35
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pytds~=0.3
collate-data-diff[presto]
azure-storage-blob~=12.14
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
gitpython~=3.1.34
pymysql~=1.0
jaraco.functools<4.2.0
sqlalchemy-hana
kafka-connect-py==0.10.11
setuptools<81,>=78.1.1
presidio-analyzer==2.2.358
collate-data-diff[snowflake]
azure-keyvault-secrets
azure-storage-blob
great-expectations~=1.0
google-cloud-monitoring>=2.0.0
pydruid>=0.6.5
python-liquid
pydomo~=0.3
authlib>=1.3.1
scikit-learn~=1.0
GeoAlchemy2~=0.12
impyla[kerberos]~=0.18.0
boto3==1.37.1
avro<1.12,>=1.11.4
kubernetes>=21.0.0
websocket-client~=1.6.1
adlfs>=2023.1.0
validators~=0.22.0
dagster_graphql>=1.8.0
deltalake<0.20,>=0.19.0
pyspark==3.5.6
presto-types-parser>=0.0.2
python-dateutil>=2.8.1
numpy<2
mypy_extensions>=0.4.3
packaging
clickhouse-driver~=0.2
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
pydoris-custom<1.5,>=1.0.2
google-crc32c
pyiceberg==0.5.1
lkml~=1.3
tabulate==0.9.0
memory-profiler
antlr4-python3-runtime==4.11.1
google-cloud-secret-manager==2.24.0
shapely
gcsfs~=2023.12.1
sqlalchemy-pgspider
ijson~=3.4
typing-inspect
collate-dbt-artifacts-parser

[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
azure-storage-blob
boto3==1.37.1

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[deltalake]
delta-spark<4.0.0,>=3.0.0
deltalake<0.20,>=0.19.0
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]
mypy-boto3-glue
black==22.3.0
cachetools
boto3-stubs
datamodel-code-generator==0.25.6
pre-commit
pylint~=3.2.0
isort
twine
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
build
grpcio-tools>=1.47.2
sqlalchemy-bigquery~=1.15.0
uvloop==0.21.0
pycln

[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
psycopg2-binary
packaging
pymysql~=1.0

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[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
grpcio-tools>=1.47.2
fastavro>=1.2.0

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
sqlalchemy<2,>=1.4.0
s3fs~=2023.12.1
importlib-metadata>=4.13.0
neo4j~=5.3
ndg-httpsclient~=0.5.1
couchbase~=4.1
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
jaraco.context==6.0.1
pymongo~=4.3
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
pyOpenSSL~=24.1.0
chardet==4.0.0
httpx~=0.28.0
croniter<3
impyla~=0.18.0
giturlparse
collate-data-diff[oracle]
trino[sqlalchemy]
databricks-sdk~=0.20.0
thrift<1,>=0.13
pyasn1~=0.6.0
snowflake-sqlalchemy~=1.4
sqlalchemy-databricks~=0.1
cryptography>=42.0.0
mlflow-skinny~=3.6.0
pymssql~=2.3.9
cramjam~=2.7
collate-data-diff[mssql]
cached-property==1.5.2
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
protobuf
azure-identity~=1.12
looker-sdk!=24.18.0,>=22.20.0
clickhouse-sqlalchemy~=0.2.0
collate-data-diff[mysql]
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
hdbcli
pyathena~=3.25.0
email-validator>=2.0
msal~=1.2
pandas~=2.0.3
jsonpatch<2.0,>=1.24
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
cachetools
pydantic-settings>=2.7.0,~=2.0
collate-sqllineage>=2.0.2
spacy<3.8
thrift-sasl~=0.4
psycopg2-binary
PyYAML~=6.0
pyhive[hive_pure_sasl]~=0.7
simple_salesforce~=1.11
collate-data-diff[trino]
pure-sasl
google-cloud-bigtable>=2.0.0
google-cloud
google-cloud-storage>=1.43.0
pydantic<2.12,>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
elasticsearch8~=8.9.0
Jinja2>=2.11.3
teradatasqlalchemy==20.0.0.2
sqlalchemy-cockroachdb~=2.0
exasol-integration-test-docker-environment<4,>=3.1.0
oracledb~=1.2
pyarrow~=16.0
google-cloud-datacatalog>=3.6.2
python-dotenv>=0.19.0
collate-data-diff[vertica]
google-cloud-logging
collate-data-diff[clickhouse]
fastavro>=1.2.0
pyodbc<5,>=4.0.35
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pytds~=0.3
collate-data-diff[presto]
azure-storage-blob~=12.14
requests-aws4auth~=1.1
grpcio-tools>=1.47.2
gitpython~=3.1.34
pymysql~=1.0
jaraco.functools<4.2.0
sqlalchemy-hana
kafka-connect-py==0.10.11
setuptools<81,>=78.1.1
presidio-analyzer==2.2.358
collate-data-diff[snowflake]
azure-keyvault-secrets
azure-storage-blob
great-expectations~=1.0
google-cloud-monitoring>=2.0.0
pydruid>=0.6.5
python-liquid
pydomo~=0.3
authlib>=1.3.1
GeoAlchemy2~=0.12
impyla[kerberos]~=0.18.0
boto3==1.37.1
avro<1.12,>=1.11.4
kubernetes>=21.0.0
websocket-client~=1.6.1
adlfs>=2023.1.0
validators~=0.22.0
dagster_graphql>=1.8.0
deltalake<0.20,>=0.19.0
presto-types-parser>=0.0.2
python-dateutil>=2.8.1
numpy<2
mypy_extensions>=0.4.3
packaging
clickhouse-driver~=0.2
cassandra-driver>=3.28.0
sqlalchemy-ibmi~=0.9.3
pydoris-custom<1.5,>=1.0.2
google-crc32c
pyiceberg==0.5.1
lkml~=1.3
tabulate==0.9.0
memory-profiler
antlr4-python3-runtime==4.11.1
google-cloud-secret-manager==2.24.0
shapely
gcsfs~=2023.12.1
sqlalchemy-pgspider
ijson~=3.4
typing-inspect
collate-dbt-artifacts-parser

[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]
tableauserverclient==0.25
validators~=0.22.0
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
