Mako>=1.3.12
importlib-metadata>=4.13.0
cachetools
tenacity<10,>=8.0
collate-data-diff>=0.11.18
tabulate==0.9.0
pymysql~=1.0
urllib3>=2.8.0
certifi>=2026.10.19
lxml>=6.1.0
PyYAML~=6.0
kubernetes<36,>=21.0.0
pydantic-settings>=2.14.2,~=2.0
jsonpatch<2.0,>=1.24
shapely
jaraco.context>=6.1.0
boto3<2,>=1.43.101
sqlalchemy<2.1,>=2.0.0
dbt-extractor>=0.5.0
azure-keyvault-secrets
google-crc32c
cached-property==1.5.2
idna>=3.15
collate-sqllineage==2.1.8
requests-aws4auth~=1.1
chardet==4.0.0
cryptography>=48.0.1
python-dotenv>=0.19.0
typing-inspect
Jinja2>=3.1.6
pydantic<3,>=2.12.5
packaging
setuptools>=83
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
azure-identity~=1.12
email-validator>=2.0
google-cloud-secret-manager==2.24.0
python-dateutil>=2.8.1
antlr4-python3-runtime==4.9.2
PyJWT>=2.15.0
httpx~=0.28.0
requests>=2.33.0
memory-profiler
mistune>=3.3.3

[airflow]
opentelemetry-exporter-otlp==1.45.1
apache-airflow==3.3.2
apache-airflow-providers-http>=6.0.0
attrs
Werkzeug>=3.0.6
tornado>=6.5.9
apache-airflow-providers-opensearch>=1.9.1
apache-airflow-providers-elasticsearch>=6.5.3
pygtrie<2.6
python-multipart>=0.0.31
starlette>=0.49.1

[all]
collate-data-diff[trino]
gcsfs~=2026.3
grpcio-tools>=1.47.2
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
urllib3>=2.8.0
clickzetta-connector==1.0.30
certifi>=2026.10.19
validators~=0.22.0
pymongo<5,>=4.18.2
websocket-client~=1.6.1
confluent_kafka[schemaregistry]<3,>=2.15.0
couchbase~=4.1
cramjam~=2.7
kubernetes<36,>=21.0.0
pydantic-settings>=2.14.2,~=2.0
jsonpatch<2.0,>=1.24
adlfs>=2023.1.0
databricks-sdk~=0.20.0
pydruid>=0.6.5
oracledb<4,>=3.4.2
collate-data-diff[presto]
cryptography>=48.0.1
databend-sqlalchemy==0.5.5
teradatasql>=20.0.0.72
azure-identity~=1.12
email-validator>=2.0
pydoris==1.2.0
antlr4-python3-runtime==4.9.2
s3fs~=2026.3
httpx~=0.28.0
collate-data-diff[snowflake]
tenacity<10,>=8.0
google-cloud
tabulate==0.9.0
pinotdb~=5.0
pymysql~=1.0
google-cloud-pubsub>=2.0.0
pure-transport==0.2.0
databend-driver==0.33.7
snowflake-connector-python<5,>=4.7.3
thrift-sasl~=0.4
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy<2.1,>=2.0.0
dbt-extractor>=0.5.0
sqlalchemy-hana
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
google-crc32c
collate-data-diff[mssql]
google-cloud-logging
mlflow-skinny<3.15,>=3.13.0
requests-aws4auth~=1.1
sqlalchemy-pgspider
clickhouse-driver~=0.2
typing-inspect
snowflake-sqlalchemy>=1.11.0
pydantic<3,>=2.12.5
jaraco.functools<4.2.0
sqlalchemy_exasol<8,>=7.1.1
collate-dbt-artifacts-parser
scikit-learn<2,>=1.4.2
google-cloud-secret-manager==2.24.0
ndg-httpsclient~=0.5.1
google-cloud-bigtable>=2.0.0
pandas<3,>=2.2.2
presidio-analyzer==2.2.358
impyla[kerberos]~=0.24.0
requests>=2.33.0
sqlalchemy-cockroachdb~=2.0
neo4j~=5.7
google-api-python-client>=2.0.0
elasticsearch<9,>=8.19.3
dagster_graphql>=1.8.0
pyasn1>=0.6.3
collate-data-diff>=0.11.18
authlib>=1.6.9
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
pure-sasl
lxml>=6.1.0
sqlalchemy-pytds~=1.0
numpy<3,>=2
clickhouse-sqlalchemy>=0.3
azure-storage-blob
msal~=1.2
requests-ntlm
azure-keyvault-secrets
iomete-sqlalchemy>=1.0.22
simple_salesforce~=1.11
spacy<3.9,>=3.8.2
Brotli>=1.2.1
collate-sqllineage==2.1.8
psycopg2-binary
nats-py[nkeys]<3.0.0,>=2.7.0
chardet==4.0.0
trino[sqlalchemy]
python-dotenv>=0.19.0
collate-data-diff[mysql]
Jinja2>=3.1.6
presto-types-parser>=0.0.2
python-liquid
sqlalchemy-bigquery>=1.15.0
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
databricks-sqlalchemy~=2.0.9
giturlparse
PyJWT>=2.15.0
pyathena~=3.35.4
kafka-connect-py==0.10.11
gitpython>=3.2.1
Mako>=1.3.12
importlib-metadata>=4.13.0
cachetools
aiobotocore~=3.9.2
fastavro>=1.2.0
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
PyYAML~=6.0
opensearch-py~=2.4.0
avro<1.12,>=1.11.4
ijson~=3.4
shapely
lkml~=1.3
boto3<2,>=1.43.101
py7zr~=1.1.3
databricks-sql-connector>=4.7.0
cached-property==1.5.2
idna>=3.15
canmatrix<1.3
tableauserverclient==0.40
impyla~=0.24.0
google-cloud-storage>=1.43.0
pymssql~=2.3.9
collate-data-diff[oracle]
packaging
google-cloud-monitoring>=2.0.0
pydomo~=0.3
setuptools>=83
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
mypy_extensions>=0.4.3
thrift<1,>=0.25.0
asammdf<8.8,>=8.2
collate-data-diff[clickhouse]
cassandra-driver>=3.28.0
preshed<3.0.14
protobuf>=5.29.6
pyarrow<26,>=23.0.1
clickzetta-sqlalchemy==0.8.65.4
hdbcli
memory-profiler
paramiko<6,>=3.5
pyOpenSSL>=26.0.0
mistune>=3.3.3
pyodbc~=5.3.0

[all-dev-env]
collate-data-diff[trino]
gcsfs~=2026.3
grpcio-tools>=1.47.2
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
urllib3>=2.8.0
clickzetta-connector==1.0.30
certifi>=2026.10.19
validators~=0.22.0
pymongo<5,>=4.18.2
websocket-client~=1.6.1
confluent_kafka[schemaregistry]<3,>=2.15.0
couchbase~=4.1
cramjam~=2.7
kubernetes<36,>=21.0.0
pydantic-settings>=2.14.2,~=2.0
jsonpatch<2.0,>=1.24
adlfs>=2023.1.0
databricks-sdk~=0.20.0
pydruid>=0.6.5
oracledb<4,>=3.4.2
collate-data-diff[presto]
cryptography>=48.0.1
databend-sqlalchemy==0.5.5
teradatasql>=20.0.0.72
azure-identity~=1.12
email-validator>=2.0
pydoris==1.2.0
antlr4-python3-runtime==4.9.2
s3fs~=2026.3
httpx~=0.28.0
collate-data-diff[snowflake]
tenacity<10,>=8.0
google-cloud
tabulate==0.9.0
pinotdb~=5.0
pymysql~=1.0
google-cloud-pubsub>=2.0.0
pure-transport==0.2.0
databend-driver==0.33.7
snowflake-connector-python<5,>=4.7.3
thrift-sasl~=0.4
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy<2.1,>=2.0.0
dbt-extractor>=0.5.0
sqlalchemy-hana
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
google-crc32c
collate-data-diff[mssql]
google-cloud-logging
mlflow-skinny<3.15,>=3.13.0
requests-aws4auth~=1.1
sqlalchemy-pgspider
clickhouse-driver~=0.2
typing-inspect
snowflake-sqlalchemy>=1.11.0
pydantic<3,>=2.12.5
jaraco.functools<4.2.0
sqlalchemy_exasol<8,>=7.1.1
collate-dbt-artifacts-parser
scikit-learn<2,>=1.4.2
google-cloud-secret-manager==2.24.0
ndg-httpsclient~=0.5.1
google-cloud-bigtable>=2.0.0
pandas<3,>=2.2.2
presidio-analyzer==2.2.358
impyla[kerberos]~=0.24.0
requests>=2.33.0
sqlalchemy-cockroachdb~=2.0
neo4j~=5.7
google-api-python-client>=2.0.0
elasticsearch<9,>=8.19.3
dagster_graphql>=1.8.0
pyasn1>=0.6.3
collate-data-diff>=0.11.18
authlib>=1.6.9
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
pure-sasl
lxml>=6.1.0
sqlalchemy-pytds~=1.0
numpy<3,>=2
clickhouse-sqlalchemy>=0.3
azure-storage-blob
msal~=1.2
requests-ntlm
azure-keyvault-secrets
iomete-sqlalchemy>=1.0.22
simple_salesforce~=1.11
spacy<3.9,>=3.8.2
Brotli>=1.2.1
collate-sqllineage==2.1.8
psycopg2-binary
nats-py[nkeys]<3.0.0,>=2.7.0
chardet==4.0.0
trino[sqlalchemy]
python-dotenv>=0.19.0
collate-data-diff[mysql]
Jinja2>=3.1.6
presto-types-parser>=0.0.2
python-liquid
sqlalchemy-bigquery>=1.15.0
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
databricks-sqlalchemy~=2.0.9
giturlparse
PyJWT>=2.15.0
pyathena~=3.35.4
kafka-connect-py==0.10.11
gitpython>=3.2.1
Mako>=1.3.12
importlib-metadata>=4.13.0
cachetools
aiobotocore~=3.9.2
fastavro>=1.2.0
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
PyYAML~=6.0
opensearch-py~=2.4.0
avro<1.12,>=1.11.4
ijson~=3.4
shapely
lkml~=1.3
boto3<2,>=1.43.101
py7zr~=1.1.3
databricks-sql-connector>=4.7.0
cached-property==1.5.2
idna>=3.15
canmatrix<1.3
tableauserverclient==0.40
impyla~=0.24.0
google-cloud-storage>=1.43.0
collate-data-diff[oracle]
packaging
google-cloud-monitoring>=2.0.0
pydomo~=0.3
setuptools>=83
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
mypy_extensions>=0.4.3
thrift<1,>=0.25.0
asammdf<8.8,>=8.2
collate-data-diff[clickhouse]
cassandra-driver>=3.28.0
preshed<3.0.14
protobuf>=5.29.6
pyarrow<26,>=23.0.1
clickzetta-sqlalchemy==0.8.65.4
hdbcli
memory-profiler
paramiko<6,>=3.5
pyOpenSSL>=26.0.0
mistune>=3.3.3
pyodbc~=5.3.0

[all-dev-env:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[all-dev-env:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=1.13.0

[all:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[all:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=1.13.0

[amundsen]
neo4j~=5.7

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

[backup]
boto3<2,>=1.43.101
azure-identity~=1.12
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

[clickzetta]
clickzetta-connector==1.0.30
clickzetta-sqlalchemy==0.8.65.4

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch<9,>=8.19.3

[data360]
authlib>=1.6.9
simple_salesforce~=1.11

[data360pipeline]
authlib>=1.6.9
simple_salesforce~=1.11

[databend]
databend-sqlalchemy==0.5.5
databend-driver==0.33.7

[databricks]
databricks-sdk~=0.20.0
databricks-sql-connector>=4.7.0
thrift<1,>=0.25.0
pyasn1>=0.6.3
ndg-httpsclient~=0.5.1
databricks-sqlalchemy~=2.0.9
pyOpenSSL>=26.0.0

[datalake-azure]
numpy<3,>=2
azure-identity~=1.12
cramjam~=2.7
asammdf<8.8,>=8.2
aiobotocore~=3.9.2
canmatrix<1.3
avro<1.12,>=1.11.4
ijson~=3.4
azure-storage-blob~=12.14
fastavro>=1.2.0
boto3<2,>=1.43.101
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
adlfs>=2023.1.0

[datalake-gcs]
numpy<3,>=2
gcsfs~=2026.3
cramjam~=2.7
asammdf<8.8,>=8.2
aiobotocore~=3.9.2
canmatrix<1.3
avro<1.12,>=1.11.4
ijson~=3.4
google-cloud-storage>=1.43.0
fastavro>=1.2.0
boto3<2,>=1.43.101
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
google-cloud-monitoring>=2.0.0

[datalake-s3]
numpy<3,>=2
cramjam~=2.7
asammdf<8.8,>=8.2
aiobotocore~=3.9.2
canmatrix<1.3
avro<1.12,>=1.11.4
ijson~=3.4
fastavro>=1.2.0
boto3<2,>=1.43.101
pandas<3,>=2.2.2
s3fs~=2026.3
pyarrow<26,>=23.0.1

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

[db2-ibmi]

[dbt]
collate-dbt-artifacts-parser
azure-identity~=1.12
google-cloud
azure-storage-blob~=12.14
google-cloud-storage>=1.43.0
boto3<2,>=1.43.101

[dev]
import-linter~=2.13
nox
boto3-stubs
grpcio-tools>=1.47.2
pandas-stubs~=2.2
datamodel-code-generator==0.83.0
ruff~=0.15.12
twine
build
uvloop==0.21.0
google-auth-stubs
pre-commit
sqlalchemy-bigquery>=1.15.0
scipy-stubs
avro<1.12,>=1.11.4
google-api-python-client-stubs
basedpyright==1.39.3
preshed<3.0.14
mypy-boto3-glue
presidio-analyzer==2.2.358
types-requests
spacy<3.9,>=3.8.2

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3<2,>=1.43.101

[e2e_test]
pytest-base-url
luigi<=3.6.0,>=2.8.4
pytest-playwright
exasol-integration-test-docker-environment<7,>=6.0.0
sqlalchemy_exasol<8,>=7.1.1

[elasticsearch]
elasticsearch<9,>=8.19.3

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0

[gcs]
google-cloud-storage>=1.43.0
rarfile~=4.2
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
Brotli>=1.2.1
py7zr~=1.1.3

[glue]
boto3<2,>=1.43.101

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

[great-expectations]
great-expectations~=1.3

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

[hive]
thrift<1,>=0.25.0
pyhive[hive_pure_sasl]~=0.7
thrift-sasl~=0.4
impyla~=0.24.0
pure-sasl
pure-transport==0.2.0
presto-types-parser>=0.0.2

[impala]
thrift<1,>=0.25.0
thrift-sasl~=0.4
impyla[kerberos]~=0.24.0
pure-sasl
presto-types-parser>=0.0.2

[iomete]
iomete-sqlalchemy>=1.0.22

[iomete:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[iomete:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[kafka]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2,>=1.43.101

[looker]
python-liquid
lkml~=1.3
giturlparse
looker-sdk!=24.18.0,>=22.20.0
gitpython>=3.2.1

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

[mongo]
numpy<3,>=2
pymongo<5,>=4.18.2
pandas<3,>=2.2.2

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=1.0

[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

[nats]
nats-py[nkeys]<3.0.0,>=2.7.0

[neo4j]
neo4j~=5.7

[nifi]

[openlineage]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6

[opensearch]
opensearch-py~=2.4.0

[oracle]
oracledb<4,>=3.4.2
collate-data-diff[oracle]

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

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
numpy<3,>=2
preshed<3.0.14
pandas<3,>=2.2.2
presidio-analyzer==2.2.358
spacy<3.9,>=3.8.2

[pinotdb]
pinotdb~=5.0

[playwright]
apache-airflow-providers-http>=6.0.0
luigi<=3.6.0,>=2.8.4
grpcio-tools>=1.47.2
aiobotocore~=3.9.2
tornado>=6.5.9
google-cloud
azure-storage-blob~=12.14
fastavro>=1.2.0
pymysql~=1.0
numpy<3,>=2
confluent_kafka[schemaregistry]<3,>=2.15.0
cramjam~=2.7
snowflake-connector-python<5,>=4.7.3
avro<1.12,>=1.11.4
ijson~=3.4
apache-airflow-providers-elasticsearch>=6.5.3
boto3<2,>=1.43.101
starlette>=0.49.1
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
apache-airflow==3.3.2
Werkzeug>=3.0.6
google-cloud-logging
psycopg2-binary
mlflow-skinny<3.15,>=3.13.0
canmatrix<1.3
google-cloud-storage>=1.43.0
collate-data-diff[mysql]
pygtrie<2.6
snowflake-sqlalchemy>=1.11.0
packaging
exasol-integration-test-docker-environment<7,>=6.0.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
sqlalchemy_exasol<8,>=7.1.1
opentelemetry-exporter-otlp==1.45.1
collate-dbt-artifacts-parser
azure-identity~=1.12
attrs
sqlalchemy-bigquery>=1.15.0
asammdf<8.8,>=8.2
pytest-playwright
preshed<3.0.14
apache-airflow-providers-opensearch>=1.9.1
protobuf>=5.29.6
sqlalchemy-redshift~=1.0.0
python-multipart>=0.0.31
pyarrow<26,>=23.0.1
pandas<3,>=2.2.2
collate-data-diff[snowflake]
s3fs~=2026.3
presidio-analyzer==2.2.358
pytest-base-url

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

[powerbi]
azure-identity~=1.12
msal~=1.2
azure-storage-blob~=12.14
google-cloud-storage>=1.43.0
boto3<2,>=1.43.101

[prefect]

[presidio-analyzer]
preshed<3.0.14
presidio-analyzer==2.2.358

[presto]
thrift<1,>=0.25.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
pure-transport==0.2.0
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<2,>=1.43.101

[redash]
packaging

[redpanda]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
protobuf>=5.29.6

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

[s3]
rarfile~=4.2
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
Brotli>=1.2.1
py7zr~=1.1.3

[sagemaker]
boto3<2,>=1.43.101

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
sqlalchemy-bigquery>=1.15.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
preshed<3.0.14
presidio-analyzer==2.2.358
spacy<3.9,>=3.8.2

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
collate-data-diff[trino]
gcsfs~=2026.3
grpcio-tools>=1.47.2
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
urllib3>=2.8.0
clickzetta-connector==1.0.30
certifi>=2026.10.19
validators~=0.22.0
pymongo<5,>=4.18.2
websocket-client~=1.6.1
confluent_kafka[schemaregistry]<3,>=2.15.0
couchbase~=4.1
cramjam~=2.7
kubernetes<36,>=21.0.0
pydantic-settings>=2.14.2,~=2.0
jsonpatch<2.0,>=1.24
adlfs>=2023.1.0
databricks-sdk~=0.20.0
pydruid>=0.6.5
oracledb<4,>=3.4.2
collate-data-diff[presto]
cryptography>=48.0.1
databend-sqlalchemy==0.5.5
teradatasql>=20.0.0.72
azure-identity~=1.12
email-validator>=2.0
pydoris==1.2.0
antlr4-python3-runtime==4.9.2
s3fs~=2026.3
httpx~=0.28.0
collate-data-diff[snowflake]
tenacity<10,>=8.0
google-cloud
tabulate==0.9.0
pinotdb~=5.0
pymysql~=1.0
google-cloud-pubsub>=2.0.0
pure-transport==0.2.0
databend-driver==0.33.7
snowflake-connector-python<5,>=4.7.3
thrift-sasl~=0.4
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy<2.1,>=2.0.0
dbt-extractor>=0.5.0
sqlalchemy-hana
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
google-crc32c
collate-data-diff[mssql]
google-cloud-logging
mlflow-skinny<3.15,>=3.13.0
requests-aws4auth~=1.1
sqlalchemy-pgspider
clickhouse-driver~=0.2
typing-inspect
snowflake-sqlalchemy>=1.11.0
pydantic<3,>=2.12.5
jaraco.functools<4.2.0
sqlalchemy_exasol<8,>=7.1.1
collate-dbt-artifacts-parser
google-cloud-secret-manager==2.24.0
ndg-httpsclient~=0.5.1
google-cloud-bigtable>=2.0.0
pandas<3,>=2.2.2
presidio-analyzer==2.2.358
impyla[kerberos]~=0.24.0
requests>=2.33.0
sqlalchemy-cockroachdb~=2.0
neo4j~=5.7
google-api-python-client>=2.0.0
elasticsearch<9,>=8.19.3
dagster_graphql>=1.8.0
pyasn1>=0.6.3
collate-data-diff>=0.11.18
authlib>=1.6.9
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
pure-sasl
lxml>=6.1.0
sqlalchemy-pytds~=1.0
numpy<3,>=2
clickhouse-sqlalchemy>=0.3
azure-storage-blob
msal~=1.2
requests-ntlm
azure-keyvault-secrets
iomete-sqlalchemy>=1.0.22
simple_salesforce~=1.11
spacy<3.9,>=3.8.2
Brotli>=1.2.1
collate-sqllineage==2.1.8
psycopg2-binary
nats-py[nkeys]<3.0.0,>=2.7.0
chardet==4.0.0
trino[sqlalchemy]
python-dotenv>=0.19.0
collate-data-diff[mysql]
Jinja2>=3.1.6
presto-types-parser>=0.0.2
python-liquid
sqlalchemy-bigquery>=1.15.0
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
databricks-sqlalchemy~=2.0.9
giturlparse
PyJWT>=2.15.0
pyathena~=3.35.4
kafka-connect-py==0.10.11
gitpython>=3.2.1
Mako>=1.3.12
importlib-metadata>=4.13.0
cachetools
aiobotocore~=3.9.2
fastavro>=1.2.0
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
PyYAML~=6.0
opensearch-py~=2.4.0
avro<1.12,>=1.11.4
ijson~=3.4
shapely
lkml~=1.3
boto3<2,>=1.43.101
py7zr~=1.1.3
databricks-sql-connector>=4.7.0
cached-property==1.5.2
idna>=3.15
canmatrix<1.3
tableauserverclient==0.40
impyla~=0.24.0
google-cloud-storage>=1.43.0
pymssql~=2.3.9
collate-data-diff[oracle]
packaging
google-cloud-monitoring>=2.0.0
pydomo~=0.3
setuptools>=83
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
mypy_extensions>=0.4.3
thrift<1,>=0.25.0
asammdf<8.8,>=8.2
collate-data-diff[clickhouse]
cassandra-driver>=3.28.0
preshed<3.0.14
protobuf>=5.29.6
pyarrow<26,>=23.0.1
clickzetta-sqlalchemy==0.8.65.4
hdbcli
memory-profiler
paramiko<6,>=3.5
pyOpenSSL>=26.0.0
mistune>=3.3.3
pyodbc~=5.3.0

[slim:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[slim:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=1.13.0

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.11.0
snowflake-connector-python<5,>=4.7.3

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

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

[teradata]
teradatasqlalchemy==20.0.0.9
teradatasql>=20.0.0.72

[test]
elasticsearch<9,>=8.19.3
neo4j~=5.7
boto3-stubs
gcsfs~=2026.3
grpcio-tools>=1.47.2
dagster_graphql>=1.8.0
pyhive[hive_pure_sasl]~=0.7
freezegun
teradatasqlalchemy==20.0.0.9
collate-data-diff[vertica]
locust~=2.32.0
sqlalchemy-pytds~=1.0
validators~=0.22.0
pymongo<5,>=4.18.2
numpy<3,>=2
confluent_kafka[schemaregistry]<3,>=2.15.0
clickhouse-sqlalchemy>=0.3
cramjam~=2.7
great-expectations~=1.3
pytest-xdist~=3.5
spacy<3.9,>=3.8.2
databricks-sdk~=0.20.0
apache-airflow==3.3.2
psycopg2-binary
oracledb<4,>=3.4.2
trino[sqlalchemy]
minio==7.2.5
pygtrie<2.6
collate-data-diff[mysql]
databend-sqlalchemy==0.5.5
faker==37.1.0
kafka-python==2.3.2
exasol-integration-test-docker-environment<7,>=6.0.0
teradatasql>=20.0.0.72
opentelemetry-exporter-otlp==1.45.1
python-liquid
skops
sqlalchemy-bigquery>=1.15.0
pydoris==1.2.0
mypy-boto3-glue
giturlparse
s3fs~=2026.3
pyathena~=3.35.4
kafka-connect-py==0.10.11
pytest==7.0.1
testcontainers~=4.8.0
requests<3,>=2.33.0
luigi<=3.6.0,>=2.8.4
aiobotocore~=3.9.2
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
fastavro>=1.2.0
pymysql~=1.0
pytest-timeout~=2.4
databend-driver==0.33.7
opensearch-py~=2.4.0
avro<1.12,>=1.11.4
ijson~=3.4
lkml~=1.3
dirty-equals
boto3<2,>=1.43.101
looker-sdk!=24.18.0,>=22.20.0
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
collate-data-diff[mssql]
databricks-sql-connector>=4.7.0
canmatrix<1.3
google-cloud-logging
tableauserverclient==0.40
mlflow-skinny<3.15,>=3.13.0
factory-boy~=3.3.3
coverage
google-cloud-storage>=1.43.0
sqlalchemy-pgspider
snowflake-sqlalchemy>=1.11.0
collate-data-diff[oracle]
google-cloud-monitoring>=2.0.0
pydomo~=0.3
sqlalchemy_exasol<8,>=7.1.1
pytest-cov
collate-dbt-artifacts-parser
scikit-learn<2,>=1.4.2
asammdf<8.8,>=8.2
pytest-order
preshed<3.0.14
cassandra-driver>=3.28.0
collate-data-diff[clickhouse]
protobuf>=5.29.6
google-cloud-bigtable>=2.0.0
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
presidio-analyzer==2.2.358
clickhouse-driver~=0.2
paramiko<6,>=3.5
sqlalchemy-cockroachdb~=2.0

[test-unit]
pytest-cov
testcontainers
pytest-order
pytest-rerunfailures
teradatasql>=20.0.0.72
factory-boy~=3.3.3
dirty-equals
faker==37.1.0
teradatasqlalchemy==20.0.0.9
sqlalchemy_exasol<8,>=7.1.1
pytest==7.0.1
pytest-timeout~=2.4

[trino]
collate-data-diff[trino]
trino[sqlalchemy]

[vertica]
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
collate-data-diff[vertica]
