python-dateutil>=2.8.1
tabulate==0.9.0
Jinja2>=2.11.3
lxml>=6.1.0
chardet==4.0.0
idna>=3.15
pymysql~=1.0
setuptools>=78.1.1
collate-data-diff>=0.11.15
cached-property==1.5.2
collate-sqllineage==2.1.7
jaraco.functools<4.2.0
kubernetes<36,>=21.0.0
cachetools
azure-identity~=1.12
PyYAML~=6.0
jsonpatch<2.0,>=1.24
jaraco.context>=6.1.0
shapely
httpx~=0.28.0
mistune>=3.3.0
requests>=2.23
dbt-extractor>=0.5.0
cryptography>=48.0.1
email-validator>=2.0
PyJWT>=2.13.0
tenacity<10,>=8.0
memory-profiler
google-cloud-secret-manager==2.24.0
pydantic-settings>=2.14.2,~=2.0
antlr4-python3-runtime==4.9.2
python-dotenv>=0.19.0
mypy_extensions>=0.4.3
google-crc32c
Mako>=1.3.12
requests-aws4auth~=1.1
sqlalchemy<3,>=2.0.0
packaging
typing-inspect
boto3~=1.41.5
importlib-metadata>=4.13.0
azure-keyvault-secrets
pydantic<3,>=2.12.5

[airflow]
apache-airflow==3.3.1
elasticsearch<9,>=8.10
apache-airflow-providers-elasticsearch>=6.5.3
attrs
pygtrie<2.6
tornado>=6.5.7
python-multipart>=0.0.31
apache-airflow-providers-opensearch>=1.9.1
apache-airflow-providers-http>=6.0.0
Werkzeug>=3.0.6
starlette>=0.49.1
opentelemetry-exporter-otlp==1.37.0

[all]
tabulate==0.9.0
thrift<1,>=0.24.0
grpcio-tools>=1.47.2
chardet==4.0.0
pymysql~=1.0
snowflake-sqlalchemy>=1.8.0
collate-sqllineage==2.1.7
aiobotocore~=2.26.0
great-expectations~=1.0
google-cloud-pubsub>=2.0.0
neo4j~=5.3
PyYAML~=6.0
jsonpatch<2.0,>=1.24
pyodbc~=5.3.0
shapely
tableauserverclient==0.40
pyOpenSSL>=26.0.0
google-cloud-datacatalog>=3.6.2
tenacity<10,>=8.0
memory-profiler
py7zr~=1.1.0
pydantic-settings>=2.14.2,~=2.0
antlr4-python3-runtime==4.9.2
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
collate-data-diff[mysql]
sqlalchemy-hana
sqlalchemy-bigquery>=1.15.0
packaging
databricks-sdk~=0.20.0
typing-inspect
rarfile~=4.2
presto-types-parser>=0.0.2
fastavro>=1.2.0
requests>=2.23
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
collate-data-diff>=0.11.15
idna>=3.15
cassandra-driver>=3.28.0
hdbcli
pydomo~=0.3
jaraco.functools<4.2.0
collate-data-diff[vertica]
kubernetes<36,>=21.0.0
cachetools
azure-identity~=1.12
trino[sqlalchemy]
httpx~=0.28.0
dbt-extractor>=0.5.0
pydoris==1.2.0
email-validator>=2.0
asammdf<8.8,>=8.2
azure-storage-blob
spacy<3.9,>=3.8.2
impyla~=0.24.0
PyJWT>=2.13.0
scikit-learn<2,>=1.4.2
pymssql~=2.3.9
collate-dbt-artifacts-parser
Mako>=1.3.12
collate-data-diff[presto]
presidio-analyzer==2.2.358
teradatasqlalchemy==20.0.0.2
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
clickhouse-driver~=0.2
impyla[kerberos]~=0.24.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
azure-keyvault-secrets
pydruid>=0.6.5
databricks-sqlalchemy~=2.0.9
google-cloud-logging
Jinja2>=2.11.3
adbc-driver-manager
msal~=1.2
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
numpy<3,>=2
lxml>=6.1.0
setuptools>=78.1.1
pyarrow<26,>=23.0.1
giturlparse
cached-property==1.5.2
opensearch-py~=2.4.0
pyasn1>=0.6.3
protobuf>=5.29.6
validators~=0.22.0
collate-data-diff[snowflake]
simple_salesforce~=1.11
ijson~=3.4
pymongo~=4.3
sqlalchemy_exasol<7,>=6
pandas<3,>=2.2.2
cryptography>=48.0.1
deltalake<0.20,>=0.19.0
ndg-httpsclient~=0.5.1
collate-data-diff[clickhouse]
pure-transport==0.2.0
collate-data-diff[oracle]
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
azure-storage-blob~=12.14
google-cloud-secret-manager==2.24.0
pure-sasl
mypy_extensions>=0.4.3
collate-data-diff[mssql]
requests-aws4auth~=1.1
sqlalchemy<3,>=2.0.0
boto3~=1.41.5
clickhouse-sqlalchemy>=0.3
authlib>=1.6.9
avro<1.12,>=1.11.4
jaraco.context>=6.1.0
pydantic<3,>=2.12.5
adbc-driver-flightsql
python-dateutil>=2.8.1
pyhive[hive_pure_sasl]~=0.7
oracledb~=1.2
cx_Oracle<9,>=8.3.0
psycopg2-binary
sqlalchemy-cockroachdb~=2.0
collate-data-diff[trino]
sqlalchemy-pytds~=0.3
pyathena~=3.35.4
GeoAlchemy2~=0.12
gcsfs~=2026.3
google-cloud-monitoring>=2.0.0
mistune>=3.3.0
pinotdb~=5.0
python-liquid
thrift-sasl~=0.4
cramjam~=2.7
dagster_graphql>=1.8.0
gitpython~=3.1.34
elasticsearch8~=8.9.0
sqlalchemy-redshift~=1.0.0
google-crc32c
requests-ntlm
s3fs~=2026.3
pyspark==3.5.6
google-cloud
mlflow-skinny<3.15,>=3.13.0
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
kafka-connect-py==0.10.11
couchbase~=4.1
importlib-metadata>=4.13.0
exasol-integration-test-docker-environment<4,>=3.1.0

[all-dev-env]
tabulate==0.9.0
thrift<1,>=0.24.0
grpcio-tools>=1.47.2
chardet==4.0.0
pymysql~=1.0
snowflake-sqlalchemy>=1.8.0
collate-sqllineage==2.1.7
aiobotocore~=2.26.0
great-expectations~=1.0
google-cloud-pubsub>=2.0.0
neo4j~=5.3
PyYAML~=6.0
jsonpatch<2.0,>=1.24
pyodbc~=5.3.0
shapely
tableauserverclient==0.40
pyOpenSSL>=26.0.0
google-cloud-datacatalog>=3.6.2
tenacity<10,>=8.0
memory-profiler
py7zr~=1.1.0
pydantic-settings>=2.14.2,~=2.0
antlr4-python3-runtime==4.9.2
python-dotenv>=0.19.0
delta-spark<4.0.0,>=3.0.0
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
collate-data-diff[mysql]
sqlalchemy-hana
sqlalchemy-bigquery>=1.15.0
packaging
databricks-sdk~=0.20.0
typing-inspect
rarfile~=4.2
presto-types-parser>=0.0.2
fastavro>=1.2.0
requests>=2.23
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
collate-data-diff>=0.11.15
idna>=3.15
cassandra-driver>=3.28.0
hdbcli
pydomo~=0.3
jaraco.functools<4.2.0
collate-data-diff[vertica]
kubernetes<36,>=21.0.0
cachetools
azure-identity~=1.12
trino[sqlalchemy]
httpx~=0.28.0
dbt-extractor>=0.5.0
pydoris==1.2.0
email-validator>=2.0
asammdf<8.8,>=8.2
azure-storage-blob
spacy<3.9,>=3.8.2
impyla~=0.24.0
PyJWT>=2.13.0
scikit-learn<2,>=1.4.2
collate-dbt-artifacts-parser
Mako>=1.3.12
collate-data-diff[presto]
presidio-analyzer==2.2.358
teradatasqlalchemy==20.0.0.2
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
clickhouse-driver~=0.2
impyla[kerberos]~=0.24.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
azure-keyvault-secrets
pydruid>=0.6.5
databricks-sqlalchemy~=2.0.9
google-cloud-logging
Jinja2>=2.11.3
adbc-driver-manager
msal~=1.2
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
numpy<3,>=2
lxml>=6.1.0
setuptools>=78.1.1
pyarrow<26,>=23.0.1
giturlparse
cached-property==1.5.2
opensearch-py~=2.4.0
pyasn1>=0.6.3
protobuf>=5.29.6
validators~=0.22.0
collate-data-diff[snowflake]
simple_salesforce~=1.11
ijson~=3.4
pymongo~=4.3
sqlalchemy_exasol<7,>=6
pandas<3,>=2.2.2
cryptography>=48.0.1
deltalake<0.20,>=0.19.0
ndg-httpsclient~=0.5.1
collate-data-diff[clickhouse]
pure-transport==0.2.0
collate-data-diff[oracle]
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
azure-storage-blob~=12.14
google-cloud-secret-manager==2.24.0
pure-sasl
mypy_extensions>=0.4.3
collate-data-diff[mssql]
requests-aws4auth~=1.1
sqlalchemy<3,>=2.0.0
boto3~=1.41.5
clickhouse-sqlalchemy>=0.3
authlib>=1.6.9
avro<1.12,>=1.11.4
jaraco.context>=6.1.0
pydantic<3,>=2.12.5
adbc-driver-flightsql
python-dateutil>=2.8.1
pyhive[hive_pure_sasl]~=0.7
oracledb~=1.2
cx_Oracle<9,>=8.3.0
psycopg2-binary
sqlalchemy-cockroachdb~=2.0
collate-data-diff[trino]
sqlalchemy-pytds~=0.3
pyathena~=3.35.4
GeoAlchemy2~=0.12
gcsfs~=2026.3
google-cloud-monitoring>=2.0.0
mistune>=3.3.0
pinotdb~=5.0
python-liquid
thrift-sasl~=0.4
cramjam~=2.7
dagster_graphql>=1.8.0
gitpython~=3.1.34
elasticsearch8~=8.9.0
sqlalchemy-redshift~=1.0.0
google-crc32c
requests-ntlm
s3fs~=2026.3
pyspark==3.5.6
google-cloud
mlflow-skinny<3.15,>=3.13.0
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
kafka-connect-py==0.10.11
couchbase~=4.1
importlib-metadata>=4.13.0
exasol-integration-test-docker-environment<4,>=3.1.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[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-logging
sqlalchemy-bigquery>=1.15.0
numpy<3,>=2
google-cloud-datacatalog>=3.6.2
pyarrow<26,>=23.0.1

[bigtable]
numpy<3,>=2
pandas<3,>=2.2.2
google-cloud-bigtable>=2.0.0

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
asammdf<8.8,>=8.2
aiobotocore~=2.26.0
adlfs>=2023.1.0
numpy<3,>=2
cramjam~=2.7
avro<1.12,>=1.11.4
azure-identity~=1.12
ijson~=3.4
boto3~=1.41.5
azure-storage-blob~=12.14
pyarrow<26,>=23.0.1
fastavro>=1.2.0
pandas<3,>=2.2.2

[datalake-gcs]
asammdf<8.8,>=8.2
aiobotocore~=2.26.0
fastavro>=1.2.0
numpy<3,>=2
cramjam~=2.7
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
ijson~=3.4
gcsfs~=2026.3
boto3~=1.41.5
pyarrow<26,>=23.0.1
google-cloud-monitoring>=2.0.0
pandas<3,>=2.2.2

[datalake-s3]
asammdf<8.8,>=8.2
s3fs~=2026.3
aiobotocore~=2.26.0
numpy<3,>=2
cramjam~=2.7
avro<1.12,>=1.11.4
ijson~=3.4
boto3~=1.41.5
pyarrow<26,>=23.0.1
fastavro>=1.2.0
pandas<3,>=2.2.2

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

[db2-ibmi]

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

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

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

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

[dev]
spacy<3.9,>=3.8.2
uvloop==0.21.0
pandas-stubs~=2.2
grpcio-tools>=1.47.2
scipy-stubs
basedpyright==1.39.3
isort
types-requests
mypy-boto3-glue
pre-commit
nox
twine
sqlalchemy-bigquery>=1.15.0
presidio-analyzer==2.2.358
pylint~=3.2.0
google-api-python-client-stubs
black==22.3.0
pycln
datamodel-code-generator==0.64.0
build
boto3-stubs
avro<1.12,>=1.11.4
google-auth-stubs

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

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

[gcs]
google-cloud-storage>=1.43.0
py7zr~=1.1.0
pyarrow<26,>=23.0.1
rarfile~=4.2
pandas<3,>=2.2.2

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations==0.18.8

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

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

[hive]
pure-transport==0.2.0
impyla~=0.24.0
thrift<1,>=0.24.0
thrift-sasl~=0.4
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
pure-sasl

[impala]
thrift<1,>=0.24.0
impyla[kerberos]~=0.24.0
presto-types-parser>=0.0.2
pure-sasl
thrift-sasl~=0.4

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

[kafka]
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.15,>=3.13.0

[mongo]
pymongo~=4.3
numpy<3,>=2
pandas<3,>=2.2.2

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

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

[mysql]
collate-data-diff[mysql]
pymysql~=1.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0

[nifi]

[openlineage]
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<3,>=2
pandas<3,>=2.2.2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
presidio-analyzer==2.2.358
spacy<3.9,>=3.8.2
numpy<3,>=2
pandas<3,>=2.2.2

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud-logging
apache-airflow-providers-elasticsearch>=6.5.3
confluent_kafka<=2.6.1,>=2.1.1
python-multipart>=0.0.31
numpy<3,>=2
pytest-playwright
grpcio-tools>=1.47.2
google-cloud-storage>=1.43.0
apache-airflow-providers-http>=6.0.0
pymysql~=1.0
pyarrow<26,>=23.0.1
psycopg2-binary
protobuf>=5.29.6
snowflake-sqlalchemy>=1.8.0
starlette>=0.49.1
apache-airflow==3.3.1
aiobotocore~=2.26.0
collate-data-diff[snowflake]
attrs
pygtrie<2.6
GeoAlchemy2~=0.12
apache-airflow-providers-opensearch>=1.9.1
avro<1.12,>=1.11.4
ijson~=3.4
azure-identity~=1.12
Werkzeug>=3.0.6
pytest-base-url
opentelemetry-exporter-otlp==1.37.0
pandas<3,>=2.2.2
asammdf<8.8,>=8.2
tornado>=6.5.7
cramjam~=2.7
google-cloud-datacatalog>=3.6.2
azure-storage-blob~=12.14
sqlalchemy-redshift~=1.0.0
collate-dbt-artifacts-parser
collate-data-diff[mysql]
elasticsearch<9,>=8.10
s3fs~=2026.3
sqlalchemy-bigquery>=1.15.0
google-cloud
presidio-analyzer==2.2.358
mlflow-skinny<3.15,>=3.13.0
packaging
boto3~=1.41.5
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
fastavro>=1.2.0

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

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

[s3]
py7zr~=1.1.0
pyarrow<26,>=23.0.1
pandas<3,>=2.2.2
rarfile~=4.2

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
spacy<3.9,>=3.8.2
sqlalchemy-bigquery>=1.15.0
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.4.2

[slim]
google-cloud-logging
tabulate==0.9.0
Jinja2>=2.11.3
adbc-driver-manager
msal~=1.2
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
thrift<1,>=0.24.0
numpy<3,>=2
grpcio-tools>=1.47.2
lxml>=6.1.0
chardet==4.0.0
pymysql~=1.0
setuptools>=78.1.1
pyarrow<26,>=23.0.1
giturlparse
cached-property==1.5.2
opensearch-py~=2.4.0
pyasn1>=0.6.3
protobuf>=5.29.6
collate-sqllineage==2.1.7
snowflake-sqlalchemy>=1.8.0
validators~=0.22.0
aiobotocore~=2.26.0
great-expectations~=1.0
collate-data-diff[snowflake]
google-cloud-pubsub>=2.0.0
neo4j~=5.3
simple_salesforce~=1.11
PyYAML~=6.0
ijson~=3.4
jsonpatch<2.0,>=1.24
pyodbc~=5.3.0
pymongo~=4.3
shapely
sqlalchemy_exasol<7,>=6
tableauserverclient==0.40
pandas<3,>=2.2.2
cryptography>=48.0.1
deltalake<0.20,>=0.19.0
ndg-httpsclient~=0.5.1
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
pure-transport==0.2.0
collate-data-diff[oracle]
google-cloud-datacatalog>=3.6.2
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
tenacity<10,>=8.0
memory-profiler
google-cloud-secret-manager==2.24.0
pydantic-settings>=2.14.2,~=2.0
antlr4-python3-runtime==4.9.2
python-dotenv>=0.19.0
azure-storage-blob~=12.14
py7zr~=1.1.0
pure-sasl
mypy_extensions>=0.4.3
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
collate-data-diff[mysql]
collate-data-diff[mssql]
sqlalchemy-hana
sqlalchemy-bigquery>=1.15.0
requests-aws4auth~=1.1
sqlalchemy<3,>=2.0.0
packaging
databricks-sdk~=0.20.0
typing-inspect
boto3~=1.41.5
rarfile~=4.2
clickhouse-sqlalchemy>=0.3
presto-types-parser>=0.0.2
avro<1.12,>=1.11.4
jaraco.context>=6.1.0
requests>=2.23
pydantic<3,>=2.12.5
fastavro>=1.2.0
adbc-driver-flightsql
python-dateutil>=2.8.1
authlib>=1.6.9
confluent_kafka<=2.6.1,>=2.1.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-storage>=1.43.0
oracledb~=1.2
cx_Oracle<9,>=8.3.0
collate-data-diff>=0.11.15
idna>=3.15
psycopg2-binary
cassandra-driver>=3.28.0
sqlalchemy-cockroachdb~=2.0
collate-data-diff[trino]
sqlalchemy-pytds~=0.3
pydomo~=0.3
jaraco.functools<4.2.0
hdbcli
collate-data-diff[vertica]
kubernetes<36,>=21.0.0
pyathena~=3.35.4
cachetools
GeoAlchemy2~=0.12
azure-identity~=1.12
gcsfs~=2026.3
trino[sqlalchemy]
httpx~=0.28.0
mistune>=3.3.0
dbt-extractor>=0.5.0
google-cloud-monitoring>=2.0.0
pydoris==1.2.0
email-validator>=2.0
asammdf<8.8,>=8.2
azure-storage-blob
python-liquid
pinotdb~=5.0
spacy<3.9,>=3.8.2
impyla~=0.24.0
PyJWT>=2.13.0
thrift-sasl~=0.4
cramjam~=2.7
dagster_graphql>=1.8.0
gitpython~=3.1.34
elasticsearch8~=8.9.0
sqlalchemy-redshift~=1.0.0
google-crc32c
collate-dbt-artifacts-parser
pymssql~=2.3.9
requests-ntlm
s3fs~=2026.3
Mako>=1.3.12
google-cloud
collate-data-diff[presto]
presidio-analyzer==2.2.358
mlflow-skinny<3.15,>=3.13.0
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
iomete-sqlalchemy>=1.0.22
kafka-connect-py==0.10.11
websocket-client~=1.6.1
clickhouse-driver~=0.2
teradatasqlalchemy==20.0.0.2
impyla[kerberos]~=0.24.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
couchbase~=4.1
importlib-metadata>=4.13.0
azure-keyvault-secrets
pydruid>=0.6.5
exasol-integration-test-docker-environment<4,>=3.1.0
databricks-sqlalchemy~=2.0.9

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
locust~=2.32.0
grpcio-tools>=1.47.2
pymysql~=1.0
snowflake-sqlalchemy>=1.8.0
aiobotocore~=2.26.0
pygtrie<2.6
neo4j~=5.3
tableauserverclient==0.40
google-cloud-datacatalog>=3.6.2
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
delta-spark<4.0.0,>=3.0.0
collate-data-diff[mysql]
skops
kafka-python==2.0.2
sqlalchemy-bigquery>=1.15.0
databricks-sdk~=0.20.0
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
great-expectations==0.18.8
cassandra-driver>=3.28.0
pytest-cov
pydomo~=0.3
trino[sqlalchemy]
pydoris==1.2.0
spacy<3.9,>=3.8.2
asammdf<8.8,>=8.2
scikit-learn<2,>=1.4.2
collate-dbt-artifacts-parser
coverage
presidio-analyzer==2.2.358
teradatasqlalchemy==20.0.0.2
clickhouse-driver~=0.2
pytest-xdist~=3.5
boto3-stubs
dirty-equals
requests<3,>=2.31.0
google-cloud-logging
google-cloud-bigtable>=2.0.0
numpy<3,>=2
pytest==7.0.1
pyarrow<26,>=23.0.1
giturlparse
protobuf>=5.29.6
validators~=0.22.0
opensearch-py~=2.4.0
mypy-boto3-glue
apache-airflow==3.3.1
pymongo~=4.3
ijson~=3.4
sqlalchemy_exasol<7,>=6
opentelemetry-exporter-otlp==1.37.0
pandas<3,>=2.2.2
deltalake<0.20,>=0.19.0
collate-data-diff[clickhouse]
factory-boy~=3.3.3
collate-data-diff[oracle]
sqlalchemy-pgspider
collate-data-diff[mssql]
minio==7.2.5
boto3~=1.41.5
faker==37.1.0
clickhouse-sqlalchemy>=0.3
avro<1.12,>=1.11.4
pyhive[hive_pure_sasl]~=0.7
oracledb~=1.2
cx_Oracle<9,>=8.3.0
psycopg2-binary
sqlalchemy-cockroachdb~=2.0
sqlalchemy-pytds~=0.3
pyathena~=3.35.4
GeoAlchemy2~=0.12
pytest-order
gcsfs~=2026.3
google-cloud-monitoring>=2.0.0
python-liquid
cramjam~=2.7
dagster_graphql>=1.8.0
elasticsearch8~=8.9.0
s3fs~=2026.3
pyspark==3.5.6
mlflow-skinny<3.15,>=3.13.0
databricks-sql-connector>=4.0.0
kafka-connect-py==0.10.11
freezegun
exasol-integration-test-docker-environment<4,>=3.1.0

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

[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]
