google-cloud-secret-manager==2.24.0
mypy_extensions>=0.4.3
shapely
packaging
sqlalchemy<3,>=2.0.0
mistune>=3.2.1
collate-sqllineage>=2.1.3
jsonpatch<2.0,>=1.24
boto3~=1.41.5
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
httpx~=0.28.0
google-crc32c
pydantic-settings>=2.7.0,~=2.0
typing-inspect
dbt-extractor>=0.5.0
requests>=2.23
cachetools
Jinja2>=2.11.3
jaraco.context>=6.1.0
cryptography>=46.0.5
idna>=3.15
python-dateutil>=2.8.1
lxml>=6.1.0
requests-aws4auth~=1.1
tabulate==0.9.0
pymysql~=1.0
email-validator>=2.0
tenacity<10,>=8.0
antlr4-python3-runtime==4.9.2
azure-identity~=1.12
setuptools>=78.1.1
kubernetes<36,>=21.0.0
chardet==4.0.0
cached-property==1.5.2
collate-data-diff>=0.11.11
Mako>=1.3.12
memory-profiler
python-dotenv>=0.19.0
azure-keyvault-secrets
PyJWT>=2.12.0

[airflow]
apache-airflow==3.2.1
attrs
apache-airflow-providers-elasticsearch>=6.5.3
python-multipart>=0.0.27
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-http>=6.0.0
Werkzeug>=3.0.6
apache-airflow-providers-opensearch>=1.9.1
starlette>=0.49.1
tornado>=6.5.5

[all]
requests-ntlm
mypy_extensions>=0.4.3
croniter<3
shapely
websocket-client~=1.6.1
sqlalchemy-pytds~=0.3
jsonpatch<2.0,>=1.24
s3fs~=2026.3
ijson~=3.4
iomete-sqlalchemy>=1.0.22
thrift-sasl~=0.4
dagster_graphql>=1.8.0
authlib>=1.6.9
sqlalchemy-hana
google-cloud
rarfile~=4.2
typing-inspect
dbt-extractor>=0.5.0
gitpython~=3.1.34
cachetools
delta-spark<4.0.0,>=3.0.0
great-expectations~=1.0
simple_salesforce~=1.11
google-api-python-client>=2.0.0
numpy<2
py7zr~=1.1.0
setuptools>=78.1.1
azure-identity~=1.12
pyathena~=3.25.0
elasticsearch8~=8.9.0
kubernetes<36,>=21.0.0
collate-data-diff[mysql]
chardet==4.0.0
cassandra-driver>=3.28.0
collate-data-diff>=0.11.11
memory-profiler
azure-keyvault-secrets
azure-storage-blob
presto-types-parser>=0.0.2
pymssql~=2.3.9
protobuf>=5.29.6
pyhive[hive_pure_sasl]~=0.7
packaging
mistune>=3.2.1
pyOpenSSL>=26.0.0
pyspark==3.5.6
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
sqlalchemy-pgspider
impyla~=0.18.0
httpx~=0.28.0
scikit-learn<2,>=1.3
neo4j~=5.3
databricks-sqlalchemy~=2.0.9
jaraco.context>=6.1.0
trino[sqlalchemy]
cryptography>=46.0.5
pyodbc~=5.3.0
deltalake<0.20,>=0.19.0
requests-aws4auth~=1.1
pydruid>=0.6.5
pymysql~=1.0
clickhouse-sqlalchemy>=0.3
asammdf~=7.4.5
antlr4-python3-runtime==4.9.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
python-liquid
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
cramjam~=2.7
pymongo~=4.3
pandas~=2.1.4
exasol-integration-test-docker-environment<4,>=3.1.0
pyasn1>=0.6.3
gcsfs~=2026.3
google-cloud-secret-manager==2.24.0
impyla[kerberos]~=0.18.0
sqlalchemy<3,>=2.0.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
boto3~=1.41.5
avro<1.12,>=1.11.4
collate-dbt-artifacts-parser
importlib-metadata>=4.13.0
lkml~=1.3
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
google-cloud-logging
google-crc32c
pydantic-settings>=2.7.0,~=2.0
tableauserverclient==0.40
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
requests>=2.23
mlflow-skinny<3.13,>=3.11.1
idna>=3.15
opensearch-py~=2.4.0
python-dateutil>=2.8.1
aiobotocore~=2.26.0
google-cloud-pubsub>=2.0.0
email-validator>=2.0
google-cloud-bigtable>=2.0.0
databricks-sql-connector>=4.0.0
validators~=0.22.0
collate-data-diff[trino]
pydomo~=0.3
Mako>=1.3.12
python-dotenv>=0.19.0
collate-data-diff[mssql]
clickhouse-driver~=0.2
thrift<1,>=0.13
collate-data-diff[oracle]
PyJWT>=2.12.0
spacy<3.8
presidio-analyzer==2.2.358
sqlalchemy-redshift~=1.0.0
adbc-driver-manager
pure-transport==0.2.0
sqlalchemy_exasol<7,>=6
collate-sqllineage>=2.1.3
fastavro>=1.2.0
jaraco.functools<4.2.0
collate-data-diff[clickhouse]
sqlalchemy-vertica[vertica-python]>=0.0.5
adbc-driver-flightsql
sqlalchemy-cockroachdb~=2.0
collate-data-diff[vertica]
grpcio-tools>=1.47.2
GeoAlchemy2~=0.12
psycopg2-binary
Jinja2>=2.11.3
hdbcli
pyarrow~=16.0
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
tabulate==0.9.0
pinotdb~=5.0
tenacity<10,>=8.0
msal~=1.2
azure-storage-blob~=12.14
collate-data-diff[presto]
pure-sasl
oracledb~=1.2
giturlparse
couchbase~=4.1

[all-dev-env]
requests-ntlm
mypy_extensions>=0.4.3
croniter<3
shapely
websocket-client~=1.6.1
sqlalchemy-pytds~=0.3
jsonpatch<2.0,>=1.24
s3fs~=2026.3
ijson~=3.4
iomete-sqlalchemy>=1.0.22
thrift-sasl~=0.4
dagster_graphql>=1.8.0
authlib>=1.6.9
sqlalchemy-hana
google-cloud
rarfile~=4.2
typing-inspect
dbt-extractor>=0.5.0
gitpython~=3.1.34
cachetools
delta-spark<4.0.0,>=3.0.0
great-expectations~=1.0
simple_salesforce~=1.11
google-api-python-client>=2.0.0
numpy<2
py7zr~=1.1.0
setuptools>=78.1.1
azure-identity~=1.12
pyathena~=3.25.0
elasticsearch8~=8.9.0
kubernetes<36,>=21.0.0
collate-data-diff[mysql]
chardet==4.0.0
cassandra-driver>=3.28.0
collate-data-diff>=0.11.11
memory-profiler
azure-keyvault-secrets
azure-storage-blob
presto-types-parser>=0.0.2
protobuf>=5.29.6
pyhive[hive_pure_sasl]~=0.7
packaging
mistune>=3.2.1
pyOpenSSL>=26.0.0
pyspark==3.5.6
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
sqlalchemy-pgspider
impyla~=0.18.0
httpx~=0.28.0
scikit-learn<2,>=1.3
neo4j~=5.3
databricks-sqlalchemy~=2.0.9
jaraco.context>=6.1.0
trino[sqlalchemy]
cryptography>=46.0.5
pyodbc~=5.3.0
deltalake<0.20,>=0.19.0
requests-aws4auth~=1.1
pydruid>=0.6.5
pymysql~=1.0
clickhouse-sqlalchemy>=0.3
asammdf~=7.4.5
antlr4-python3-runtime==4.9.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
python-liquid
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
cramjam~=2.7
pymongo~=4.3
pandas~=2.1.4
exasol-integration-test-docker-environment<4,>=3.1.0
pyasn1>=0.6.3
gcsfs~=2026.3
google-cloud-secret-manager==2.24.0
impyla[kerberos]~=0.18.0
sqlalchemy<3,>=2.0.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
boto3~=1.41.5
avro<1.12,>=1.11.4
collate-dbt-artifacts-parser
importlib-metadata>=4.13.0
lkml~=1.3
pydantic<2.12,>=2.7.0,~=2.0
PyYAML~=6.0
google-cloud-logging
google-crc32c
pydantic-settings>=2.7.0,~=2.0
tableauserverclient==0.40
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
requests>=2.23
mlflow-skinny<3.13,>=3.11.1
idna>=3.15
opensearch-py~=2.4.0
python-dateutil>=2.8.1
aiobotocore~=2.26.0
google-cloud-pubsub>=2.0.0
email-validator>=2.0
google-cloud-bigtable>=2.0.0
databricks-sql-connector>=4.0.0
validators~=0.22.0
collate-data-diff[trino]
pydomo~=0.3
Mako>=1.3.12
python-dotenv>=0.19.0
collate-data-diff[mssql]
clickhouse-driver~=0.2
thrift<1,>=0.13
collate-data-diff[oracle]
PyJWT>=2.12.0
spacy<3.8
presidio-analyzer==2.2.358
sqlalchemy-redshift~=1.0.0
adbc-driver-manager
pure-transport==0.2.0
sqlalchemy_exasol<7,>=6
collate-sqllineage>=2.1.3
fastavro>=1.2.0
jaraco.functools<4.2.0
collate-data-diff[clickhouse]
sqlalchemy-vertica[vertica-python]>=0.0.5
adbc-driver-flightsql
sqlalchemy-cockroachdb~=2.0
collate-data-diff[vertica]
grpcio-tools>=1.47.2
GeoAlchemy2~=0.12
psycopg2-binary
Jinja2>=2.11.3
hdbcli
pyarrow~=16.0
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
tabulate==0.9.0
pinotdb~=5.0
tenacity<10,>=8.0
msal~=1.2
azure-storage-blob~=12.14
collate-data-diff[presto]
pure-sasl
oracledb~=1.2
giturlparse
couchbase~=4.1

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

[backup]
azure-identity~=1.12
boto3~=1.41.5
azure-storage-blob

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

[bigtable]
pandas~=2.1.4
google-cloud-bigtable>=2.0.0
numpy<2

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
clickhouse-sqlalchemy>=0.3

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
ndg-httpsclient~=0.5.1
pyasn1>=0.6.3
databricks-sdk~=0.20.0
databricks-sql-connector>=4.0.0
pyOpenSSL>=26.0.0
databricks-sqlalchemy~=2.0.9

[datalake-azure]
ijson~=3.4
azure-storage-blob~=12.14
boto3~=1.41.5
azure-identity~=1.12
asammdf~=7.4.5
adlfs>=2023.1.0
pyarrow~=16.0
cramjam~=2.7
pandas~=2.1.4
numpy<2
fastavro>=1.2.0
avro<1.12,>=1.11.4
aiobotocore~=2.26.0

[datalake-gcs]
ijson~=3.4
gcsfs~=2026.3
avro<1.12,>=1.11.4
boto3~=1.41.5
asammdf~=7.4.5
pyarrow~=16.0
google-cloud-storage>=1.43.0
cramjam~=2.7
pandas~=2.1.4
numpy<2
fastavro>=1.2.0
google-cloud-monitoring>=2.0.0
aiobotocore~=2.26.0

[datalake-s3]
ijson~=3.4
boto3~=1.41.5
asammdf~=7.4.5
pyarrow~=16.0
s3fs~=2026.3
cramjam~=2.7
pandas~=2.1.4
numpy<2
fastavro>=1.2.0
avro<1.12,>=1.11.4
aiobotocore~=2.26.0

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

[db2-ibmi]

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

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

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

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

[dev]
pre-commit
avro<1.12,>=1.11.4
basedpyright~=1.14
isort
spacy<3.8
presidio-analyzer==2.2.358
boto3-stubs
black==22.3.0
build
grpcio-tools>=1.47.2
datamodel-code-generator==0.25.6
uvloop==0.21.0
sqlalchemy-bigquery>=1.15.0
mypy-boto3-glue
twine
pylint~=3.2.0
pycln

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<7,>=6
exasol-integration-test-docker-environment<4,>=3.1.0

[gcs]
py7zr~=1.1.0
google-cloud-storage>=1.43.0
pandas~=2.1.4
rarfile~=4.2
pyarrow~=16.0

[glue]
boto3~=1.41.5

[googledrive]
google-api-python-client>=2.0.0

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

[iomete]
adbc-driver-manager
iomete-sqlalchemy>=1.0.22
adbc-driver-flightsql

[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>=5.29.6

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.13,>=3.11.1

[mongo]
pandas~=2.1.4
numpy<2
pymongo~=4.3

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

[mssql-odbc]
collate-data-diff[mssql]
pyodbc~=5.3.0

[mysql]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
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>=5.29.6

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
pandas~=2.1.4
numpy<2
presidio-analyzer==2.2.358
spacy<3.8

[pinotdb]
pinotdb~=5.0

[playwright]
apache-airflow==3.2.1
pytest-base-url
presidio-analyzer==2.2.358
sqlalchemy-redshift~=1.0.0
protobuf>=5.29.6
packaging
google-cloud-storage>=1.43.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
avro<1.12,>=1.11.4
fastavro>=1.2.0
boto3~=1.41.5
s3fs~=2026.3
pytest-playwright
ijson~=3.4
attrs
collate-dbt-artifacts-parser
google-cloud-logging
grpcio-tools>=1.47.2
opentelemetry-exporter-otlp==1.37.0
google-cloud
GeoAlchemy2~=0.12
psycopg2-binary
mlflow-skinny<3.13,>=3.11.1
apache-airflow-providers-elasticsearch>=6.5.3
pyarrow~=16.0
apache-airflow-providers-opensearch>=1.9.1
numpy<2
pymysql~=1.0
starlette>=0.49.1
asammdf~=7.4.5
aiobotocore~=2.26.0
azure-storage-blob~=12.14
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
azure-identity~=1.12
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-datacatalog>=3.6.2
collate-data-diff[mysql]
python-multipart>=0.0.27
cramjam~=2.7
apache-airflow-providers-http>=6.0.0
Werkzeug>=3.0.6
pandas~=2.1.4
tornado>=6.5.5

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

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

[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

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[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>=5.29.6

[redshift]
sqlalchemy-redshift~=1.0.0
psycopg2-binary
GeoAlchemy2~=0.12

[s3]
pandas~=2.1.4
rarfile~=4.2
py7zr~=1.1.0
pyarrow~=16.0

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
spacy<3.8
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
avro<1.12,>=1.11.4

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.3

[slim]
pyasn1>=0.6.3
gcsfs~=2026.3
requests-ntlm
google-cloud-secret-manager==2.24.0
mypy_extensions>=0.4.3
croniter<3
shapely
impyla[kerberos]~=0.18.0
websocket-client~=1.6.1
sqlalchemy<3,>=2.0.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
sqlalchemy-pytds~=0.3
sqlalchemy-bigquery>=1.15.0
collate-data-diff[snowflake]
jsonpatch<2.0,>=1.24
boto3~=1.41.5
avro<1.12,>=1.11.4
s3fs~=2026.3
snowflake-sqlalchemy>=1.8.0
ijson~=3.4
collate-dbt-artifacts-parser
importlib-metadata>=4.13.0
iomete-sqlalchemy>=1.0.22
lkml~=1.3
pydantic<2.12,>=2.7.0,~=2.0
thrift-sasl~=0.4
dagster_graphql>=1.8.0
PyYAML~=6.0
google-cloud-logging
authlib>=1.6.9
sqlalchemy-hana
google-cloud
google-crc32c
pydantic-settings>=2.7.0,~=2.0
rarfile~=4.2
typing-inspect
dbt-extractor>=0.5.0
google-cloud-monitoring>=2.0.0
looker-sdk!=24.18.0,>=22.20.0
requests>=2.23
cachetools
gitpython~=3.1.34
tableauserverclient==0.40
mlflow-skinny<3.13,>=3.11.1
idna>=3.15
opensearch-py~=2.4.0
great-expectations~=1.0
python-dateutil>=2.8.1
simple_salesforce~=1.11
google-api-python-client>=2.0.0
numpy<2
aiobotocore~=2.26.0
google-cloud-pubsub>=2.0.0
email-validator>=2.0
py7zr~=1.1.0
google-cloud-bigtable>=2.0.0
setuptools>=78.1.1
azure-identity~=1.12
pyathena~=3.25.0
elasticsearch8~=8.9.0
kubernetes<36,>=21.0.0
databricks-sql-connector>=4.0.0
validators~=0.22.0
collate-data-diff[mysql]
collate-data-diff[trino]
chardet==4.0.0
pydomo~=0.3
collate-data-diff>=0.11.11
cassandra-driver>=3.28.0
Mako>=1.3.12
memory-profiler
python-dotenv>=0.19.0
collate-data-diff[mssql]
clickhouse-driver~=0.2
azure-keyvault-secrets
thrift<1,>=0.13
azure-storage-blob
PyJWT>=2.12.0
presto-types-parser>=0.0.2
collate-data-diff[oracle]
pymssql~=2.3.9
spacy<3.8
presidio-analyzer==2.2.358
sqlalchemy-redshift~=1.0.0
adbc-driver-manager
protobuf>=5.29.6
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
packaging
mistune>=3.2.1
pyOpenSSL>=26.0.0
collate-sqllineage>=2.1.3
sqlalchemy_exasol<7,>=6
fastavro>=1.2.0
jaraco.functools<4.2.0
ndg-httpsclient~=0.5.1
collate-data-diff[clickhouse]
sqlalchemy-vertica[vertica-python]>=0.0.5
adlfs>=2023.1.0
adbc-driver-flightsql
sqlalchemy-pgspider
sqlalchemy-cockroachdb~=2.0
impyla~=0.18.0
httpx~=0.28.0
collate-data-diff[vertica]
grpcio-tools>=1.47.2
neo4j~=5.3
GeoAlchemy2~=0.12
psycopg2-binary
databricks-sqlalchemy~=2.0.9
Jinja2>=2.11.3
jaraco.context>=6.1.0
hdbcli
trino[sqlalchemy]
cryptography>=46.0.5
pyodbc~=5.3.0
deltalake<0.20,>=0.19.0
pyarrow~=16.0
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
requests-aws4auth~=1.1
tabulate==0.9.0
pydruid>=0.6.5
pymysql~=1.0
pinotdb~=5.0
clickhouse-sqlalchemy>=0.3
asammdf~=7.4.5
tenacity<10,>=8.0
msal~=1.2
azure-storage-blob~=12.14
antlr4-python3-runtime==4.9.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
collate-data-diff[presto]
pure-sasl
python-liquid
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
cramjam~=2.7
pymongo~=4.3
oracledb~=1.2
pandas~=2.1.4
giturlparse
couchbase~=4.1
exasol-integration-test-docker-environment<4,>=3.1.0

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
validators~=0.22.0
packaging
tableauserverclient==0.40

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
gcsfs~=2026.3
croniter<3
boto3-stubs
sqlalchemy-pytds~=0.3
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
sqlalchemy-bigquery>=1.15.0
snowflake-sqlalchemy>=1.8.0
avro<1.12,>=1.11.4
boto3~=1.41.5
s3fs~=2026.3
ijson~=3.4
collate-dbt-artifacts-parser
lkml~=1.3
dagster_graphql>=1.8.0
google-cloud-logging
opentelemetry-exporter-otlp==1.37.0
faker==37.1.0
mypy-boto3-glue
coverage
tableauserverclient==0.40
looker-sdk!=24.18.0,>=22.20.0
google-cloud-monitoring>=2.0.0
dirty-equals
mlflow-skinny<3.13,>=3.11.1
opensearch-py~=2.4.0
delta-spark<4.0.0,>=3.0.0
factory-boy~=3.3.3
numpy<2
aiobotocore~=2.26.0
freezegun
google-cloud-bigtable>=2.0.0
elasticsearch8~=8.9.0
pyathena~=3.25.0
databricks-sql-connector>=4.0.0
validators~=0.22.0
minio==7.2.5
collate-data-diff[mysql]
requests<3,>=2.31.0
pydomo~=0.3
cassandra-driver>=3.28.0
collate-data-diff[mssql]
clickhouse-driver~=0.2
collate-data-diff[oracle]
apache-airflow==3.2.1
spacy<3.8
great-expectations~=0.18.0
presidio-analyzer==2.2.358
protobuf>=5.29.6
pyhive[hive_pure_sasl]~=0.7
sqlalchemy_exasol<7,>=6
pyspark==3.5.6
fastavro>=1.2.0
collate-data-diff[clickhouse]
sqlalchemy-pgspider
locust~=2.32.0
sqlalchemy-cockroachdb~=2.0
scikit-learn<2,>=1.3
pandas~=2.1.4
kafka-python==2.0.2
grpcio-tools>=1.47.2
neo4j~=5.3
GeoAlchemy2~=0.12
psycopg2-binary
pytest-cov
trino[sqlalchemy]
deltalake<0.20,>=0.19.0
pyarrow~=16.0
teradatasqlalchemy==20.0.0.2
pymysql~=1.0
asammdf~=7.4.5
clickhouse-sqlalchemy>=0.3
confluent_kafka<=2.6.1,>=2.1.1
pytest==7.0.1
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
python-liquid
cx_Oracle<9,>=8.3.0
exasol-integration-test-docker-environment<4,>=3.1.0
cramjam~=2.7
pytest-xdist~=3.5
pymongo~=4.3
oracledb~=1.2
giturlparse
pytest-order

[test-unit]
pytest==7.0.1
dirty-equals
pytest-cov
pytest-rerunfailures
teradatasqlalchemy==20.0.0.2
testcontainers
sqlalchemy_exasol<7,>=6
exasol-integration-test-docker-environment<4,>=3.1.0
factory-boy~=3.3.3
faker==37.1.0
pytest-order

[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
