setuptools>=78.1.1
azure-identity~=1.12
PyYAML~=6.0
google-cloud-secret-manager==2.24.0
shapely
kubernetes>=21.0.0
email-validator>=2.0
pymysql~=1.0
requests>=2.23
python-dateutil>=2.8.1
sqlalchemy<2,>=1.4.0
tabulate==0.9.0
antlr4-python3-runtime==4.11.1
jaraco.functools<4.2.0
cached-property==1.5.2
httpx~=0.28.0
python-dotenv>=0.19.0
collate-sqllineage>=2.1.1
pydantic-settings>=2.7.0,~=2.0
typing-inspect
pydantic<2.12,>=2.7.0,~=2.0
packaging
jsonpatch<2.0,>=1.24
importlib-metadata>=4.13.0
mypy_extensions>=0.4.3
google-crc32c
memory-profiler
snowflake-connector-python>=3.18.0
cryptography>=42.0.0
Jinja2>=2.11.3
jaraco.context>=6.0.1
azure-keyvault-secrets
boto3==1.37.1
requests-aws4auth~=1.1
chardet==4.0.0

[: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]
setuptools>=78.1.1
giturlparse
impyla[kerberos]~=0.18.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
protobuf
sqlalchemy-databricks~=0.1
azure-storage-blob
google-cloud
databricks-sdk~=0.20.0
adlfs>=2023.1.0
exasol-integration-test-docker-environment<4,>=3.1.0
PyYAML~=6.0
google-cloud-bigtable>=2.0.0
simple_salesforce~=1.11
requests-ntlm
kubernetes>=21.0.0
websocket-client~=1.6.1
requests>=2.23
python-dateutil>=2.8.1
sqlalchemy-vertica[vertica-python]>=0.0.5
fastavro>=1.2.0
tabulate==0.9.0
jaraco.functools<4.2.0
azure-storage-blob~=12.14
sqlalchemy-ibmi~=0.9.3
deltalake<0.20,>=0.19.0
aiobotocore~=2.26.0
collate-sqllineage>=2.1.1
oracledb~=1.2
delta-spark<4.0.0,>=3.0.0
pydantic-settings>=2.7.0,~=2.0
validators~=0.22.0
clickhouse-sqlalchemy~=0.2.0
asammdf~=7.4.5
neo4j~=5.3
numpy<2
pyathena~=3.25.0
lkml~=1.3
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
sqlalchemy-bigquery~=1.15.0
pure-sasl
pydruid>=0.6.5
dagster_graphql>=1.8.0
google-cloud-datacatalog>=3.6.2
memory-profiler
presto-types-parser>=0.0.2
hdbcli
google-cloud-monitoring>=2.0.0
sqlalchemy-redshift==0.8.12
collate-data-diff[clickhouse]
thrift-sasl~=0.4
great-expectations~=1.0
python-liquid
sqlalchemy-pytds~=0.3
cryptography>=42.0.0
pyodbc<5,>=4.0.35
cramjam~=2.7
Jinja2>=2.11.3
cachetools
pyspark==3.5.6
collate-data-diff[oracle]
sqlalchemy-pgspider
pinotdb~=5.0
requests-aws4auth~=1.1
collate-data-diff[mysql]
collate-dbt-artifacts-parser
ndg-httpsclient~=0.5.1
collate-data-diff[mssql]
teradatasqlalchemy==20.0.0.2
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
sqlalchemy-hana
azure-identity~=1.12
avro<1.12,>=1.11.4
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
elasticsearch8~=8.9.0
pydoris-custom<1.5,>=1.0.2
shapely
google-cloud-storage>=1.43.0
email-validator>=2.0
authlib>=1.3.1
collate-data-diff[trino]
pyOpenSSL>=24.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
gcsfs~=2023.12.1
presidio-analyzer==2.2.358
thrift<1,>=0.13
antlr4-python3-runtime==4.11.1
httpx~=0.28.0
cached-property==1.5.2
clickhouse-driver~=0.2
pymongo~=4.3
cassandra-driver>=3.28.0
GeoAlchemy2~=0.12
python-dotenv>=0.19.0
collate-data-diff[presto]
pymssql~=2.3.9
typing-inspect
pydantic<2.12,>=2.7.0,~=2.0
ijson~=3.4
pure-transport==0.2.0
kafka-connect-py==0.10.11
psycopg2-binary
croniter<3
spacy<3.8
pyiceberg==0.5.1
msal~=1.2
packaging
jsonpatch<2.0,>=1.24
importlib-metadata>=4.13.0
mypy_extensions>=0.4.3
snowflake-sqlalchemy==1.9.0
s3fs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
sqlalchemy_exasol<6,>=5
gitpython~=3.1.34
opensearch-py~=2.4.0
pyarrow>=16.0
mlflow-skinny~=3.6.0
snowflake-connector-python>=3.18.0
couchbase~=4.1
pandas~=2.0.3
scikit-learn~=1.0
grpcio-tools>=1.47.2
pydomo~=0.3
jaraco.context>=6.0.1
azure-keyvault-secrets
boto3==1.37.1
pyasn1~=0.6.0
chardet==4.0.0
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7

[all-dev-env]
setuptools>=78.1.1
giturlparse
impyla[kerberos]~=0.18.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
protobuf
sqlalchemy-databricks~=0.1
azure-storage-blob
google-cloud
databricks-sdk~=0.20.0
adlfs>=2023.1.0
exasol-integration-test-docker-environment<4,>=3.1.0
PyYAML~=6.0
google-cloud-bigtable>=2.0.0
simple_salesforce~=1.11
requests-ntlm
kubernetes>=21.0.0
websocket-client~=1.6.1
requests>=2.23
python-dateutil>=2.8.1
sqlalchemy-vertica[vertica-python]>=0.0.5
fastavro>=1.2.0
tabulate==0.9.0
jaraco.functools<4.2.0
azure-storage-blob~=12.14
sqlalchemy-ibmi~=0.9.3
deltalake<0.20,>=0.19.0
aiobotocore~=2.26.0
collate-sqllineage>=2.1.1
oracledb~=1.2
delta-spark<4.0.0,>=3.0.0
pydantic-settings>=2.7.0,~=2.0
validators~=0.22.0
clickhouse-sqlalchemy~=0.2.0
asammdf~=7.4.5
neo4j~=5.3
numpy<2
pyathena~=3.25.0
lkml~=1.3
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
sqlalchemy-bigquery~=1.15.0
pure-sasl
pydruid>=0.6.5
dagster_graphql>=1.8.0
google-cloud-datacatalog>=3.6.2
memory-profiler
presto-types-parser>=0.0.2
hdbcli
google-cloud-monitoring>=2.0.0
sqlalchemy-redshift==0.8.12
collate-data-diff[clickhouse]
thrift-sasl~=0.4
great-expectations~=1.0
python-liquid
sqlalchemy-pytds~=0.3
cryptography>=42.0.0
pyodbc<5,>=4.0.35
cramjam~=2.7
Jinja2>=2.11.3
cachetools
pyspark==3.5.6
collate-data-diff[oracle]
sqlalchemy-pgspider
pinotdb~=5.0
requests-aws4auth~=1.1
collate-data-diff[mysql]
collate-dbt-artifacts-parser
ndg-httpsclient~=0.5.1
collate-data-diff[mssql]
teradatasqlalchemy==20.0.0.2
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
sqlalchemy-hana
azure-identity~=1.12
avro<1.12,>=1.11.4
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
elasticsearch8~=8.9.0
pydoris-custom<1.5,>=1.0.2
shapely
google-cloud-storage>=1.43.0
email-validator>=2.0
authlib>=1.3.1
collate-data-diff[trino]
pyOpenSSL>=24.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
gcsfs~=2023.12.1
presidio-analyzer==2.2.358
thrift<1,>=0.13
antlr4-python3-runtime==4.11.1
httpx~=0.28.0
cached-property==1.5.2
clickhouse-driver~=0.2
pymongo~=4.3
cassandra-driver>=3.28.0
GeoAlchemy2~=0.12
python-dotenv>=0.19.0
collate-data-diff[presto]
typing-inspect
pydantic<2.12,>=2.7.0,~=2.0
ijson~=3.4
pure-transport==0.2.0
kafka-connect-py==0.10.11
psycopg2-binary
croniter<3
spacy<3.8
pyiceberg==0.5.1
msal~=1.2
packaging
jsonpatch<2.0,>=1.24
importlib-metadata>=4.13.0
mypy_extensions>=0.4.3
snowflake-sqlalchemy==1.9.0
s3fs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
sqlalchemy_exasol<6,>=5
gitpython~=3.1.34
opensearch-py~=2.4.0
pyarrow>=16.0
mlflow-skinny~=3.6.0
snowflake-connector-python>=3.18.0
couchbase~=4.1
pandas~=2.0.3
scikit-learn~=1.0
grpcio-tools>=1.47.2
pydomo~=0.3
jaraco.context>=6.0.1
azure-keyvault-secrets
boto3==1.37.1
pyasn1~=0.6.0
chardet==4.0.0
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
azure-storage-blob~=12.14
azure-identity~=1.12
google-cloud
boto3==1.37.1
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser

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

[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
packaging
pymysql~=1.0
psycopg2-binary

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

[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]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1
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
spacy<3.8
numpy<2
pandas~=2.0.3

[pinotdb]
pinotdb~=5.0

[playwright]
opentelemetry-exporter-otlp==1.37.0
protobuf
avro<1.12,>=1.11.4
azure-identity~=1.12
google-cloud
collate-data-diff[snowflake]
google-cloud-storage>=1.43.0
pymysql~=1.0
presidio-analyzer==2.2.358
fastavro>=1.2.0
azure-storage-blob~=12.14
GeoAlchemy2~=0.12
aiobotocore~=2.26.0
apache-airflow==3.1.5
attrs
ijson~=3.4
psycopg2-binary
asammdf~=7.4.5
pytest-base-url
numpy<2
packaging
sqlalchemy-bigquery~=1.15.0
snowflake-sqlalchemy==1.9.0
confluent_kafka<=2.6.1,>=2.1.1
s3fs~=2023.12.1
google-cloud-datacatalog>=3.6.2
pytest-playwright
collate-data-diff[mysql]
sqlalchemy-redshift==0.8.12
pyarrow>=16.0
mlflow-skinny~=3.6.0
pandas~=2.0.3
cramjam~=2.7
grpcio-tools>=1.47.2
cachetools
boto3==1.37.1
google-cloud-logging
collate-dbt-artifacts-parser

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[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
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
setuptools>=78.1.1
giturlparse
impyla[kerberos]~=0.18.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
protobuf
sqlalchemy-databricks~=0.1
azure-storage-blob
google-cloud
databricks-sdk~=0.20.0
adlfs>=2023.1.0
exasol-integration-test-docker-environment<4,>=3.1.0
PyYAML~=6.0
google-cloud-bigtable>=2.0.0
simple_salesforce~=1.11
requests-ntlm
kubernetes>=21.0.0
websocket-client~=1.6.1
requests>=2.23
python-dateutil>=2.8.1
sqlalchemy-vertica[vertica-python]>=0.0.5
fastavro>=1.2.0
tabulate==0.9.0
jaraco.functools<4.2.0
azure-storage-blob~=12.14
sqlalchemy-ibmi~=0.9.3
deltalake<0.20,>=0.19.0
aiobotocore~=2.26.0
collate-sqllineage>=2.1.1
oracledb~=1.2
pydantic-settings>=2.7.0,~=2.0
validators~=0.22.0
clickhouse-sqlalchemy~=0.2.0
asammdf~=7.4.5
neo4j~=5.3
numpy<2
pyathena~=3.25.0
lkml~=1.3
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
sqlalchemy-bigquery~=1.15.0
pure-sasl
pydruid>=0.6.5
dagster_graphql>=1.8.0
google-cloud-datacatalog>=3.6.2
memory-profiler
presto-types-parser>=0.0.2
hdbcli
google-cloud-monitoring>=2.0.0
sqlalchemy-redshift==0.8.12
collate-data-diff[clickhouse]
thrift-sasl~=0.4
great-expectations~=1.0
python-liquid
sqlalchemy-pytds~=0.3
cryptography>=42.0.0
pyodbc<5,>=4.0.35
cramjam~=2.7
Jinja2>=2.11.3
cachetools
collate-data-diff[oracle]
sqlalchemy-pgspider
pinotdb~=5.0
requests-aws4auth~=1.1
collate-data-diff[mysql]
collate-dbt-artifacts-parser
ndg-httpsclient~=0.5.1
collate-data-diff[mssql]
teradatasqlalchemy==20.0.0.2
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
sqlalchemy-hana
azure-identity~=1.12
avro<1.12,>=1.11.4
collate-data-diff[snowflake]
google-cloud-secret-manager==2.24.0
tableauserverclient==0.25
elasticsearch8~=8.9.0
pydoris-custom<1.5,>=1.0.2
shapely
google-cloud-storage>=1.43.0
email-validator>=2.0
authlib>=1.3.1
collate-data-diff[trino]
pyOpenSSL>=24.1.0
pymysql~=1.0
sqlalchemy<2,>=1.4.0
gcsfs~=2023.12.1
presidio-analyzer==2.2.358
thrift<1,>=0.13
antlr4-python3-runtime==4.11.1
httpx~=0.28.0
cached-property==1.5.2
clickhouse-driver~=0.2
pymongo~=4.3
cassandra-driver>=3.28.0
GeoAlchemy2~=0.12
python-dotenv>=0.19.0
collate-data-diff[presto]
pymssql~=2.3.9
typing-inspect
pydantic<2.12,>=2.7.0,~=2.0
ijson~=3.4
pure-transport==0.2.0
kafka-connect-py==0.10.11
psycopg2-binary
croniter<3
spacy<3.8
pyiceberg==0.5.1
msal~=1.2
packaging
jsonpatch<2.0,>=1.24
importlib-metadata>=4.13.0
mypy_extensions>=0.4.3
snowflake-sqlalchemy==1.9.0
s3fs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
sqlalchemy_exasol<6,>=5
gitpython~=3.1.34
opensearch-py~=2.4.0
pyarrow>=16.0
mlflow-skinny~=3.6.0
snowflake-connector-python>=3.18.0
couchbase~=4.1
pandas~=2.0.3
grpcio-tools>=1.47.2
pydomo~=0.3
jaraco.context>=6.0.1
azure-keyvault-secrets
boto3==1.37.1
pyasn1~=0.6.0
chardet==4.0.0
google-cloud-logging
pyhive[hive_pure_sasl]~=0.7

[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==1.9.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
boto3-stubs
giturlparse
opentelemetry-exporter-otlp==1.37.0
looker-sdk!=24.18.0,>=22.20.0
protobuf
sqlalchemy-databricks~=0.1
databricks-sdk~=0.20.0
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud-bigtable>=2.0.0
fastavro>=1.2.0
deltalake<0.20,>=0.19.0
aiobotocore~=2.26.0
apache-airflow==3.1.5
freezegun
delta-spark<4.0.0,>=3.0.0
oracledb~=1.2
validators~=0.22.0
clickhouse-sqlalchemy~=0.2.0
minio==7.2.5
asammdf~=7.4.5
coverage
neo4j~=5.3
numpy<2
cx_Oracle<9,>=8.3.0
lkml~=1.3
pyathena~=3.25.0
sqlalchemy-bigquery~=1.15.0
faker==37.1.0
dagster_graphql>=1.8.0
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
great-expectations~=0.18.0
sqlalchemy-redshift==0.8.12
sqlalchemy-pytds~=0.3
collate-data-diff[clickhouse]
requests<3,>=2.31.0
python-liquid
cramjam~=2.7
pyspark==3.5.6
collate-data-diff[oracle]
cachetools
collate-data-diff[mysql]
locust~=2.32.0
collate-dbt-artifacts-parser
collate-data-diff[mssql]
trino[sqlalchemy]
sqlalchemy-cockroachdb~=2.0
pytest-cov
avro<1.12,>=1.11.4
factory-boy~=3.3.3
tableauserverclient==0.25
elasticsearch8~=8.9.0
pydoris-custom<1.5,>=1.0.2
google-cloud-storage>=1.43.0
google-cloud-logging
pymysql~=1.0
presidio-analyzer==2.2.358
gcsfs~=2023.12.1
pymongo~=4.3
clickhouse-driver~=0.2
mypy-boto3-glue
cassandra-driver>=3.28.0
GeoAlchemy2~=0.12
pytest==7.0.1
spacy<3.8
ijson~=3.4
kafka-connect-py==0.10.11
psycopg2-binary
croniter<3
pyiceberg==0.5.1
snowflake-sqlalchemy==1.9.0
s3fs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
sqlalchemy_exasol<6,>=5
pytest-order
opensearch-py~=2.4.0
dirty-equals
kafka-python==2.0.2
scikit-learn~=1.0
pyarrow>=16.0
mlflow-skinny~=3.6.0
pandas~=2.0.3
grpcio-tools>=1.47.2
pydomo~=0.3
boto3==1.37.1
basedpyright~=1.14
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7

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

[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]
