pydantic-settings>=2.14.2,~=2.0
dbt-extractor>=0.5.0
kubernetes<36,>=21.0.0
azure-keyvault-secrets
sqlalchemy<3,>=2.0.0
packaging
cryptography>=48.0.1
requests>=2.23
google-cloud-secret-manager==2.24.0
chardet==4.0.0
httpx~=0.28.0
Mako>=1.3.12
requests-aws4auth~=1.1
pydantic<2.12,>=2.7.0,~=2.0
cached-property==1.5.2
collate-sqllineage==2.1.4
idna>=3.15
python-dateutil>=2.8.1
tabulate==0.9.0
google-crc32c
Jinja2>=2.11.3
antlr4-python3-runtime==4.9.2
boto3~=1.41.5
jaraco.context>=6.1.0
PyJWT>=2.13.0
azure-identity~=1.12
mypy_extensions>=0.4.3
tenacity<10,>=8.0
jaraco.functools<4.2.0
setuptools>=78.1.1
lxml>=6.1.0
importlib-metadata>=4.13.0
python-dotenv>=0.19.0
pymysql~=1.0
PyYAML~=6.0
mistune>=3.3.0
memory-profiler
email-validator>=2.0
shapely
cachetools
collate-data-diff>=0.11.15
jsonpatch<2.0,>=1.24
typing-inspect

[airflow]
starlette>=0.49.1
apache-airflow-providers-opensearch>=1.9.1
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-http>=6.0.0
python-multipart>=0.0.31
apache-airflow-providers-elasticsearch>=6.5.3
Werkzeug>=3.0.6
tornado>=6.5.7
apache-airflow==3.3.0
attrs

[all]
avro<1.12,>=1.11.4
kubernetes<36,>=21.0.0
azure-keyvault-secrets
collate-data-diff[oracle]
lkml~=1.3
couchbase~=4.1
sqlalchemy-bigquery>=1.15.0
pydantic<2.12,>=2.7.0,~=2.0
pyhive[hive_pure_sasl]~=0.7
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
scikit-learn<2,>=1.3
pyathena~=3.25.0
pyarrow<26,>=23.0.1
azure-storage-blob~=12.14
py7zr~=1.1.0
azure-storage-blob
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-hana
ijson~=3.4
validators~=0.22.0
collate-data-diff[vertica]
google-cloud-bigtable>=2.0.0
presidio-analyzer==2.2.358
rarfile~=4.2
mistune>=3.3.0
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.0.0
requests-ntlm
thrift-sasl~=0.4
sqlalchemy<3,>=2.0.0
cryptography>=48.0.1
python-liquid
thrift<1,>=0.24.0
google-cloud-secret-manager==2.24.0
pymongo~=4.3
httpx~=0.28.0
fastavro>=1.2.0
websocket-client~=1.6.1
hdbcli
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
spacy<3.8
snowflake-sqlalchemy>=1.8.0
sqlalchemy_exasol<7,>=6
Jinja2>=2.11.3
sqlalchemy-pgspider
great-expectations~=1.0
collate-data-diff[snowflake]
cx_Oracle<9,>=8.3.0
aiobotocore~=2.26.0
croniter<3
dagster_graphql>=1.8.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
databricks-sqlalchemy~=2.0.9
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
pyOpenSSL>=26.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mssql]
grpcio-tools>=1.47.2
gcsfs~=2026.3
pyodbc~=5.3.0
collate-data-diff[presto]
simple_salesforce~=1.11
dbt-extractor>=0.5.0
psycopg2-binary
google-cloud-datacatalog>=3.6.2
sqlalchemy-pytds~=0.3
iomete-sqlalchemy>=1.0.22
requests>=2.23
collate-data-diff[mysql]
pure-transport==0.2.0
delta-spark<4.0.0,>=3.0.0
requests-aws4auth~=1.1
neo4j~=5.3
google-cloud-pubsub>=2.0.0
collate-dbt-artifacts-parser
pandas~=2.1.4
impyla~=0.24.0
collate-sqllineage==2.1.4
idna>=3.15
google-crc32c
s3fs~=2026.3
pure-sasl
deltalake<0.20,>=0.19.0
boto3~=1.41.5
PyJWT>=2.13.0
azure-identity~=1.12
GeoAlchemy2~=0.12
authlib>=1.6.9
pyspark==3.5.6
setuptools>=78.1.1
asammdf~=7.4.5
pymysql~=1.0
PyYAML~=6.0
numpy<2
elasticsearch8~=8.9.0
jsonpatch<2.0,>=1.24
impyla[kerberos]~=0.24.0
oracledb~=1.2
pydantic-settings>=2.14.2,~=2.0
google-cloud-monitoring>=2.0.0
adbc-driver-flightsql
sqlalchemy-redshift~=1.0.0
packaging
looker-sdk!=24.18.0,>=22.20.0
pinotdb~=5.0
sqlalchemy-vertica[vertica-python]>=0.0.5
cassandra-driver>=3.28.0
chardet==4.0.0
tableauserverclient==0.40
clickhouse-driver~=0.2
Mako>=1.3.12
protobuf>=5.29.6
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
clickhouse-sqlalchemy>=0.3
pymssql~=2.3.9
cramjam~=2.7
google-cloud-logging
tabulate==0.9.0
pydruid>=0.6.5
presto-types-parser>=0.0.2
antlr4-python3-runtime==4.9.2
jaraco.context>=6.1.0
collate-data-diff[trino]
gitpython~=3.1.34
mypy_extensions>=0.4.3
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
tenacity<10,>=8.0
google-api-python-client>=2.0.0
jaraco.functools<4.2.0
adbc-driver-manager
pyasn1>=0.6.3
importlib-metadata>=4.13.0
python-dotenv>=0.19.0
memory-profiler
trino[sqlalchemy]
email-validator>=2.0
opensearch-py~=2.4.0
shapely
msal~=1.2
cachetools
collate-data-diff>=0.11.15
pydomo~=0.3
adlfs>=2023.1.0
typing-inspect
google-cloud
giturlparse

[all-dev-env]
avro<1.12,>=1.11.4
kubernetes<36,>=21.0.0
azure-keyvault-secrets
collate-data-diff[oracle]
lkml~=1.3
couchbase~=4.1
sqlalchemy-bigquery>=1.15.0
pydantic<2.12,>=2.7.0,~=2.0
pyhive[hive_pure_sasl]~=0.7
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
scikit-learn<2,>=1.3
pyathena~=3.25.0
pyarrow<26,>=23.0.1
azure-storage-blob~=12.14
py7zr~=1.1.0
azure-storage-blob
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-hana
ijson~=3.4
validators~=0.22.0
collate-data-diff[vertica]
google-cloud-bigtable>=2.0.0
presidio-analyzer==2.2.358
rarfile~=4.2
mistune>=3.3.0
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.0.0
requests-ntlm
thrift-sasl~=0.4
sqlalchemy<3,>=2.0.0
cryptography>=48.0.1
python-liquid
thrift<1,>=0.24.0
google-cloud-secret-manager==2.24.0
pymongo~=4.3
httpx~=0.28.0
fastavro>=1.2.0
websocket-client~=1.6.1
hdbcli
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
spacy<3.8
snowflake-sqlalchemy>=1.8.0
sqlalchemy_exasol<7,>=6
Jinja2>=2.11.3
sqlalchemy-pgspider
great-expectations~=1.0
collate-data-diff[snowflake]
cx_Oracle<9,>=8.3.0
aiobotocore~=2.26.0
croniter<3
dagster_graphql>=1.8.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
databricks-sqlalchemy~=2.0.9
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
pyOpenSSL>=26.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mssql]
grpcio-tools>=1.47.2
gcsfs~=2026.3
pyodbc~=5.3.0
collate-data-diff[presto]
simple_salesforce~=1.11
dbt-extractor>=0.5.0
psycopg2-binary
google-cloud-datacatalog>=3.6.2
sqlalchemy-pytds~=0.3
iomete-sqlalchemy>=1.0.22
requests>=2.23
collate-data-diff[mysql]
pure-transport==0.2.0
delta-spark<4.0.0,>=3.0.0
requests-aws4auth~=1.1
neo4j~=5.3
google-cloud-pubsub>=2.0.0
collate-dbt-artifacts-parser
pandas~=2.1.4
impyla~=0.24.0
collate-sqllineage==2.1.4
idna>=3.15
google-crc32c
s3fs~=2026.3
pure-sasl
deltalake<0.20,>=0.19.0
boto3~=1.41.5
PyJWT>=2.13.0
azure-identity~=1.12
GeoAlchemy2~=0.12
authlib>=1.6.9
pyspark==3.5.6
setuptools>=78.1.1
asammdf~=7.4.5
pymysql~=1.0
PyYAML~=6.0
numpy<2
elasticsearch8~=8.9.0
jsonpatch<2.0,>=1.24
impyla[kerberos]~=0.24.0
oracledb~=1.2
pydantic-settings>=2.14.2,~=2.0
google-cloud-monitoring>=2.0.0
adbc-driver-flightsql
sqlalchemy-redshift~=1.0.0
packaging
looker-sdk!=24.18.0,>=22.20.0
pinotdb~=5.0
sqlalchemy-vertica[vertica-python]>=0.0.5
cassandra-driver>=3.28.0
chardet==4.0.0
tableauserverclient==0.40
clickhouse-driver~=0.2
Mako>=1.3.12
protobuf>=5.29.6
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
clickhouse-sqlalchemy>=0.3
cramjam~=2.7
google-cloud-logging
tabulate==0.9.0
pydruid>=0.6.5
presto-types-parser>=0.0.2
antlr4-python3-runtime==4.9.2
jaraco.context>=6.1.0
collate-data-diff[trino]
gitpython~=3.1.34
mypy_extensions>=0.4.3
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
tenacity<10,>=8.0
google-api-python-client>=2.0.0
jaraco.functools<4.2.0
adbc-driver-manager
pyasn1>=0.6.3
importlib-metadata>=4.13.0
python-dotenv>=0.19.0
memory-profiler
trino[sqlalchemy]
email-validator>=2.0
opensearch-py~=2.4.0
shapely
msal~=1.2
cachetools
collate-data-diff>=0.11.15
pydomo~=0.3
adlfs>=2023.1.0
typing-inspect
google-cloud
giturlparse

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
avro<1.12,>=1.11.4
asammdf~=7.4.5
fastavro>=1.2.0
azure-identity~=1.12
numpy<2
aiobotocore~=2.26.0
pandas~=2.1.4
ijson~=3.4
cramjam~=2.7
adlfs>=2023.1.0
azure-storage-blob~=12.14
pyarrow<26,>=23.0.1
boto3~=1.41.5

[datalake-gcs]
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
asammdf~=7.4.5
fastavro>=1.2.0
numpy<2
pandas~=2.1.4
aiobotocore~=2.26.0
gcsfs~=2026.3
ijson~=3.4
cramjam~=2.7
google-cloud-storage>=1.43.0
pyarrow<26,>=23.0.1
boto3~=1.41.5

[datalake-s3]
avro<1.12,>=1.11.4
asammdf~=7.4.5
fastavro>=1.2.0
numpy<2
pandas~=2.1.4
aiobotocore~=2.26.0
ijson~=3.4
cramjam~=2.7
s3fs~=2026.3
pyarrow<26,>=23.0.1
boto3~=1.41.5

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

[db2-ibmi]

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

[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]
pre-commit
avro<1.12,>=1.11.4
datamodel-code-generator==0.64.0
boto3-stubs
basedpyright~=1.39.0
grpcio-tools>=1.47.2
pycln
uvloop==0.21.0
black==22.3.0
build
isort
spacy<3.8
sqlalchemy-bigquery>=1.15.0
nox
presidio-analyzer==2.2.358
pylint~=3.2.0
twine
mypy-boto3-glue

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

[gcs]
py7zr~=1.1.0
rarfile~=4.2
google-cloud-storage>=1.43.0
pandas~=2.1.4
pyarrow<26,>=23.0.1

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.1.4

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
avro<1.12,>=1.11.4
psycopg2-binary
google-cloud-datacatalog>=3.6.2
sqlalchemy-redshift~=1.0.0
packaging
Werkzeug>=3.0.6
collate-data-diff[mysql]
sqlalchemy-bigquery>=1.15.0
starlette>=0.49.1
protobuf>=5.29.6
apache-airflow-providers-opensearch>=1.9.1
opentelemetry-exporter-otlp==1.37.0
fastavro>=1.2.0
apache-airflow-providers-http>=6.0.0
collate-dbt-artifacts-parser
pandas~=2.1.4
confluent_kafka<=2.6.1,>=2.1.1
cramjam~=2.7
google-cloud-logging
google-cloud-storage>=1.43.0
snowflake-sqlalchemy>=1.8.0
s3fs~=2026.3
attrs
azure-storage-blob~=12.14
pyarrow<26,>=23.0.1
boto3~=1.41.5
collate-data-diff[snowflake]
mlflow-skinny<3.15,>=3.13.0
azure-identity~=1.12
aiobotocore~=2.26.0
GeoAlchemy2~=0.12
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
ijson~=3.4
python-multipart>=0.0.31
presidio-analyzer==2.2.358
pytest-base-url
asammdf~=7.4.5
pymysql~=1.0
grpcio-tools>=1.47.2
numpy<2
apache-airflow-providers-elasticsearch>=6.5.3
pytest-playwright
tornado>=6.5.7
apache-airflow==3.3.0
google-cloud

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

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

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

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

[s3]
pandas~=2.1.4
py7zr~=1.1.0
pyarrow<26,>=23.0.1
rarfile~=4.2

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
avro<1.12,>=1.11.4
dbt-extractor>=0.5.0
psycopg2-binary
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
azure-keyvault-secrets
sqlalchemy-pytds~=0.3
iomete-sqlalchemy>=1.0.22
lkml~=1.3
collate-data-diff[oracle]
couchbase~=4.1
requests>=2.23
collate-data-diff[mysql]
sqlalchemy-bigquery>=1.15.0
pure-transport==0.2.0
requests-aws4auth~=1.1
pydantic<2.12,>=2.7.0,~=2.0
neo4j~=5.3
google-cloud-pubsub>=2.0.0
collate-dbt-artifacts-parser
pandas~=2.1.4
pyhive[hive_pure_sasl]~=0.7
impyla~=0.24.0
collate-sqllineage==2.1.4
idna>=3.15
python-dateutil>=2.8.1
google-crc32c
s3fs~=2026.3
collate-data-diff[clickhouse]
pure-sasl
pyathena~=3.25.0
pyarrow<26,>=23.0.1
boto3~=1.41.5
azure-storage-blob~=12.14
deltalake<0.20,>=0.19.0
py7zr~=1.1.0
PyJWT>=2.13.0
azure-storage-blob
mlflow-skinny<3.15,>=3.13.0
azure-identity~=1.12
GeoAlchemy2~=0.12
sqlalchemy-hana
ijson~=3.4
validators~=0.22.0
authlib>=1.6.9
collate-data-diff[vertica]
google-cloud-bigtable>=2.0.0
setuptools>=78.1.1
presidio-analyzer==2.2.358
rarfile~=4.2
asammdf~=7.4.5
pymysql~=1.0
PyYAML~=6.0
mistune>=3.3.0
numpy<2
elasticsearch8~=8.9.0
jsonpatch<2.0,>=1.24
sqlalchemy-cockroachdb~=2.0
impyla[kerberos]~=0.24.0
oracledb~=1.2
databricks-sql-connector>=4.0.0
pydantic-settings>=2.14.2,~=2.0
google-cloud-monitoring>=2.0.0
adbc-driver-flightsql
requests-ntlm
thrift-sasl~=0.4
sqlalchemy-redshift~=1.0.0
sqlalchemy<3,>=2.0.0
packaging
looker-sdk!=24.18.0,>=22.20.0
pinotdb~=5.0
cryptography>=48.0.1
sqlalchemy-vertica[vertica-python]>=0.0.5
python-liquid
thrift<1,>=0.24.0
google-cloud-secret-manager==2.24.0
pymongo~=4.3
cassandra-driver>=3.28.0
chardet==4.0.0
tableauserverclient==0.40
httpx~=0.28.0
clickhouse-driver~=0.2
Mako>=1.3.12
protobuf>=5.29.6
fastavro>=1.2.0
snowflake-sqlalchemy>=1.8.0
cached-property==1.5.2
confluent_kafka<=2.6.1,>=2.1.1
websocket-client~=1.6.1
hdbcli
clickhouse-sqlalchemy>=0.3
pymssql~=2.3.9
cramjam~=2.7
google-cloud-logging
tabulate==0.9.0
google-cloud-storage>=1.43.0
pydruid>=0.6.5
sqlalchemy_exasol<7,>=6
presto-types-parser>=0.0.2
Jinja2>=2.11.3
kafka-connect-py==0.10.11
sqlalchemy-pgspider
spacy<3.8
antlr4-python3-runtime==4.9.2
great-expectations~=1.0
collate-data-diff[snowflake]
jaraco.context>=6.1.0
cx_Oracle<9,>=8.3.0
collate-data-diff[trino]
gitpython~=3.1.34
mypy_extensions>=0.4.3
ndg-httpsclient~=0.5.1
croniter<3
databricks-sdk~=0.20.0
dagster_graphql>=1.8.0
aiobotocore~=2.26.0
tenacity<10,>=8.0
google-api-python-client>=2.0.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
jaraco.functools<4.2.0
databricks-sqlalchemy~=2.0.9
adbc-driver-manager
pyasn1>=0.6.3
teradatasqlalchemy==20.0.0.2
lxml>=6.1.0
importlib-metadata>=4.13.0
python-dotenv>=0.19.0
pyOpenSSL>=26.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
memory-profiler
grpcio-tools>=1.47.2
email-validator>=2.0
opensearch-py~=2.4.0
shapely
gcsfs~=2026.3
msal~=1.2
collate-data-diff[mssql]
trino[sqlalchemy]
cachetools
collate-data-diff>=0.11.15
pydomo~=0.3
pyodbc~=5.3.0
adlfs>=2023.1.0
collate-data-diff[presto]
typing-inspect
google-cloud
giturlparse
simple_salesforce~=1.11

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
avro<1.12,>=1.11.4
skops
collate-data-diff[oracle]
lkml~=1.3
sqlalchemy-bigquery>=1.15.0
kafka-python==2.0.2
pyhive[hive_pure_sasl]~=0.7
great-expectations~=0.18.0
collate-data-diff[clickhouse]
scikit-learn<2,>=1.3
pyathena~=3.25.0
pyarrow<26,>=23.0.1
mlflow-skinny<3.15,>=3.13.0
validators~=0.22.0
ijson~=3.4
google-cloud-bigtable>=2.0.0
presidio-analyzer==2.2.358
freezegun
sqlalchemy-cockroachdb~=2.0
databricks-sql-connector>=4.0.0
minio==7.2.5
python-liquid
pymongo~=4.3
opentelemetry-exporter-otlp==1.37.0
fastavro>=1.2.0
locust~=2.32.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
spacy<3.8
snowflake-sqlalchemy>=1.8.0
pytest-order
sqlalchemy_exasol<7,>=6
sqlalchemy-pgspider
cx_Oracle<9,>=8.3.0
aiobotocore~=2.26.0
croniter<3
dagster_graphql>=1.8.0
teradatasqlalchemy==20.0.0.2
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[mssql]
grpcio-tools>=1.47.2
gcsfs~=2026.3
faker==37.1.0
psycopg2-binary
google-cloud-datacatalog>=3.6.2
sqlalchemy-pytds~=0.3
collate-data-diff[mysql]
delta-spark<4.0.0,>=3.0.0
mypy-boto3-glue
neo4j~=5.3
collate-dbt-artifacts-parser
pandas~=2.1.4
pytest-cov
s3fs~=2026.3
deltalake<0.20,>=0.19.0
boto3~=1.41.5
coverage
GeoAlchemy2~=0.12
pyspark==3.5.6
asammdf~=7.4.5
pymysql~=1.0
numpy<2
pytest==7.0.1
elasticsearch8~=8.9.0
apache-airflow==3.3.0
oracledb~=1.2
requests<3,>=2.31.0
google-cloud-monitoring>=2.0.0
boto3-stubs
looker-sdk!=24.18.0,>=22.20.0
cassandra-driver>=3.28.0
tableauserverclient==0.40
dirty-equals
protobuf>=5.29.6
clickhouse-driver~=0.2
confluent_kafka<=2.6.1,>=2.1.1
pytest-xdist~=3.5
clickhouse-sqlalchemy>=0.3
cramjam~=2.7
google-cloud-logging
databricks-sdk~=0.20.0
factory-boy~=3.3.3
trino[sqlalchemy]
opensearch-py~=2.4.0
pydomo~=0.3
giturlparse

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