kubernetes<36,>=21.0.0
mistune>=3.3.3
PyYAML~=6.0
antlr4-python3-runtime==4.9.2
google-cloud-secret-manager==2.24.0
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
pydantic<3,>=2.12.5
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
requests>=2.33.0
packaging
cryptography>=48.0.1
pymysql~=1.0
pydantic-settings>=2.14.2,~=2.0
dbt-extractor>=0.5.0
chardet==4.0.0
memory-profiler
requests-aws4auth~=1.1
tenacity<10,>=8.0
typing-inspect
certifi>=2026.10.19
shapely
httpx~=0.28.0
collate-sqllineage==2.1.7
collate-data-diff>=0.11.17
boto3~=1.41.5
Mako>=1.3.12
sqlalchemy<2.1,>=2.0.0
urllib3>=2.8.0
azure-identity~=1.12
azure-keyvault-secrets
PyJWT>=2.15.0
jaraco.context>=6.1.0
lxml>=6.1.0
email-validator>=2.0
cachetools
tabulate==0.9.0
cached-property==1.5.2
google-crc32c
python-dotenv>=0.19.0
Jinja2>=3.1.6
idna>=3.15
setuptools>=83

[airflow]
apache-airflow-providers-http>=6.0.0
python-multipart>=0.0.31
elasticsearch<9,>=8.10
opentelemetry-exporter-otlp==1.45.1
Werkzeug>=3.0.6
pygtrie<2.6
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
tornado>=6.5.9
starlette>=0.49.1
apache-airflow==3.3.2
attrs

[all]
sqlalchemy-pytds~=1.0
google-api-python-client>=2.0.0
impyla~=0.24.0
pymssql~=2.3.9
canmatrix<1.3
google-cloud-secret-manager==2.24.0
pymongo<5,>=4.18.2
hdbcli
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pydantic<3,>=2.12.5
google-cloud-logging
scikit-learn<2,>=1.4.2
msal~=1.2
requests>=2.33.0
giturlparse
s3fs~=2026.3
packaging
cryptography>=48.0.1
thrift-sasl~=0.4
tableauserverclient==0.40
collate-data-diff[mssql]
teradatasql>=20.0.0.72
pyasn1>=0.6.3
collate-data-diff[mysql]
certifi>=2026.10.19
shapely
httpx~=0.28.0
cx_Oracle<9,>=8.3.0
google-cloud-pubsub>=2.0.0
Mako>=1.3.12
google-cloud-storage>=1.43.0
grpcio-tools>=1.47.2
sqlalchemy-hana
jaraco.context>=6.1.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
sqlalchemy-pgspider
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
asammdf<8.8,>=8.2
thrift<1,>=0.25.0
google-cloud-bigtable>=2.0.0
collate-data-diff[presto]
websocket-client~=1.6.1
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
mistune>=3.3.3
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
collate-data-diff[trino]
databricks-sql-connector>=4.7.0
clickhouse-sqlalchemy>=0.3
couchbase~=4.1
neo4j~=5.3
spacy<3.9,>=3.8.2
jaraco.functools<4.2.0
psycopg2-binary
adlfs>=2023.1.0
py7zr~=1.1.3
authlib>=1.6.9
pyhive[hive_pure_sasl]~=0.7
pydantic-settings>=2.14.2,~=2.0
pyarrow<26,>=23.0.1
dbt-extractor>=0.5.0
pydoris==1.2.0
tenacity<10,>=8.0
typing-inspect
clickhouse-driver~=0.2
impyla[kerberos]~=0.24.0
fastavro>=1.2.0
mlflow-skinny<3.15,>=3.13.0
snowflake-connector-python<5,>=4.7.3
databricks-sdk~=0.20.0
presto-types-parser>=0.0.2
collate-data-diff[oracle]
tabulate==0.9.0
gcsfs~=2026.3
google-cloud
azure-storage-blob~=12.14
requests-ntlm
pandas<3,>=2.2.2
memory-profiler
sqlalchemy-cockroachdb~=2.0
simple_salesforce~=1.11
Brotli>=1.2.1
presidio-analyzer==2.2.358
PyYAML~=6.0
pyOpenSSL>=26.0.0
python-liquid
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
gitpython>=3.2.1
opensearch-py~=2.4.0
pymysql~=1.0
lkml~=1.3
avro<1.12,>=1.11.4
ijson~=3.4
sqlalchemy-bigquery>=1.15.0
trino[sqlalchemy]
azure-storage-blob
collate-data-diff[snowflake]
sqlalchemy-redshift~=1.0.0
pyspark==3.5.6
urllib3>=2.8.0
cachetools
protobuf>=5.29.6
cached-property==1.5.2
google-crc32c
delta-spark<4.0.0,>=3.0.0
python-dotenv>=0.19.0
Jinja2>=3.1.6
looker-sdk!=24.18.0,>=22.20.0
paramiko<6,>=3.5
preshed<3.0.14
elasticsearch8~=8.9.0
numpy<3,>=2
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
pydruid>=0.6.5
kafka-connect-py==0.10.11
cramjam~=2.7
pydomo~=0.3
teradatasqlalchemy==20.0.0.9
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
validators~=0.22.0
chardet==4.0.0
pure-sasl
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
oracledb~=1.2
collate-sqllineage==2.1.7
collate-data-diff>=0.11.17
ndg-httpsclient~=0.5.1
boto3~=1.41.5
sqlalchemy<2.1,>=2.0.0
azure-identity~=1.12
azure-keyvault-secrets
pyodbc~=5.3.0
confluent_kafka[schemaregistry]<3,>=2.15.0
PyJWT>=2.15.0
databricks-sqlalchemy~=2.0.9
collate-data-diff[vertica]
lxml>=6.1.0
email-validator>=2.0
rarfile~=4.2
idna>=3.15
iomete-sqlalchemy>=1.0.22
pinotdb~=5.0
dagster_graphql>=1.8.0
setuptools>=83

[all-dev-env]
sqlalchemy-pytds~=1.0
google-api-python-client>=2.0.0
impyla~=0.24.0
canmatrix<1.3
google-cloud-secret-manager==2.24.0
pymongo<5,>=4.18.2
hdbcli
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pydantic<3,>=2.12.5
google-cloud-logging
scikit-learn<2,>=1.4.2
msal~=1.2
requests>=2.33.0
giturlparse
s3fs~=2026.3
packaging
cryptography>=48.0.1
thrift-sasl~=0.4
tableauserverclient==0.40
collate-data-diff[mssql]
teradatasql>=20.0.0.72
pyasn1>=0.6.3
collate-data-diff[mysql]
certifi>=2026.10.19
shapely
httpx~=0.28.0
cx_Oracle<9,>=8.3.0
google-cloud-pubsub>=2.0.0
Mako>=1.3.12
google-cloud-storage>=1.43.0
grpcio-tools>=1.47.2
sqlalchemy-hana
jaraco.context>=6.1.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
sqlalchemy-pgspider
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
asammdf<8.8,>=8.2
thrift<1,>=0.25.0
google-cloud-bigtable>=2.0.0
collate-data-diff[presto]
websocket-client~=1.6.1
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
mistune>=3.3.3
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
collate-data-diff[trino]
databricks-sql-connector>=4.7.0
clickhouse-sqlalchemy>=0.3
couchbase~=4.1
neo4j~=5.3
spacy<3.9,>=3.8.2
jaraco.functools<4.2.0
psycopg2-binary
adlfs>=2023.1.0
py7zr~=1.1.3
authlib>=1.6.9
pyhive[hive_pure_sasl]~=0.7
pydantic-settings>=2.14.2,~=2.0
pyarrow<26,>=23.0.1
dbt-extractor>=0.5.0
pydoris==1.2.0
tenacity<10,>=8.0
typing-inspect
clickhouse-driver~=0.2
impyla[kerberos]~=0.24.0
fastavro>=1.2.0
mlflow-skinny<3.15,>=3.13.0
snowflake-connector-python<5,>=4.7.3
databricks-sdk~=0.20.0
presto-types-parser>=0.0.2
collate-data-diff[oracle]
tabulate==0.9.0
gcsfs~=2026.3
google-cloud
azure-storage-blob~=12.14
requests-ntlm
pandas<3,>=2.2.2
memory-profiler
sqlalchemy-cockroachdb~=2.0
simple_salesforce~=1.11
Brotli>=1.2.1
presidio-analyzer==2.2.358
PyYAML~=6.0
pyOpenSSL>=26.0.0
python-liquid
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
gitpython>=3.2.1
opensearch-py~=2.4.0
pymysql~=1.0
lkml~=1.3
avro<1.12,>=1.11.4
ijson~=3.4
sqlalchemy-bigquery>=1.15.0
trino[sqlalchemy]
azure-storage-blob
collate-data-diff[snowflake]
sqlalchemy-redshift~=1.0.0
pyspark==3.5.6
urllib3>=2.8.0
cachetools
protobuf>=5.29.6
cached-property==1.5.2
google-crc32c
delta-spark<4.0.0,>=3.0.0
python-dotenv>=0.19.0
Jinja2>=3.1.6
looker-sdk!=24.18.0,>=22.20.0
paramiko<6,>=3.5
preshed<3.0.14
elasticsearch8~=8.9.0
numpy<3,>=2
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
pydruid>=0.6.5
kafka-connect-py==0.10.11
cramjam~=2.7
pydomo~=0.3
teradatasqlalchemy==20.0.0.9
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
validators~=0.22.0
chardet==4.0.0
pure-sasl
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
oracledb~=1.2
collate-sqllineage==2.1.7
collate-data-diff>=0.11.17
ndg-httpsclient~=0.5.1
boto3~=1.41.5
sqlalchemy<2.1,>=2.0.0
azure-identity~=1.12
azure-keyvault-secrets
pyodbc~=5.3.0
confluent_kafka[schemaregistry]<3,>=2.15.0
PyJWT>=2.15.0
databricks-sqlalchemy~=2.0.9
collate-data-diff[vertica]
lxml>=6.1.0
email-validator>=2.0
rarfile~=4.2
idna>=3.15
iomete-sqlalchemy>=1.0.22
pinotdb~=5.0
dagster_graphql>=1.8.0
setuptools>=83

[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-manager>=1.13.0
adbc-driver-flightsql>=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-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
cramjam~=2.7
boto3~=1.41.5
canmatrix<1.3
pyarrow<26,>=23.0.1
azure-storage-blob~=12.14
numpy<3,>=2
avro<1.12,>=1.11.4
azure-identity~=1.12
ijson~=3.4
aiobotocore~=2.26.0
adlfs>=2023.1.0
asammdf<8.8,>=8.2
pandas<3,>=2.2.2
fastavro>=1.2.0

[datalake-gcs]
cramjam~=2.7
boto3~=1.41.5
google-cloud-monitoring>=2.0.0
canmatrix<1.3
pyarrow<26,>=23.0.1
google-cloud-storage>=1.43.0
numpy<3,>=2
avro<1.12,>=1.11.4
ijson~=3.4
aiobotocore~=2.26.0
asammdf<8.8,>=8.2
pandas<3,>=2.2.2
fastavro>=1.2.0
gcsfs~=2026.3

[datalake-s3]
cramjam~=2.7
boto3~=1.41.5
canmatrix<1.3
pyarrow<26,>=23.0.1
numpy<3,>=2
avro<1.12,>=1.11.4
ijson~=3.4
aiobotocore~=2.26.0
asammdf<8.8,>=8.2
pandas<3,>=2.2.2
fastavro>=1.2.0
s3fs~=2026.3

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

[db2-ibmi]

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

[deltalake]
delta-spark<4.0.0,>=3.0.0
deltalake<0.20,>=0.19.0
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]
twine
types-requests
presidio-analyzer==2.2.358
basedpyright==1.39.3
grpcio-tools>=1.47.2
spacy<3.9,>=3.8.2
nox
uvloop==0.21.0
mypy-boto3-glue
google-api-python-client-stubs
pre-commit
scipy-stubs
boto3-stubs
ruff~=0.15.12
build
avro<1.12,>=1.11.4
sqlalchemy-bigquery>=1.15.0
datamodel-code-generator==0.83.0
google-auth-stubs
preshed<3.0.14
pandas-stubs~=2.2

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

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

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

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

[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-flightsql>=1.13.0
adbc-driver-manager>=1.13.0

[kafka]
confluent_kafka[schemaregistry]<3,>=2.15.0
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]
lkml~=1.3
python-liquid
looker-sdk!=24.18.0,>=22.20.0
gitpython>=3.2.1
giturlparse

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

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

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

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

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

[nifi]

[openlineage]
confluent_kafka[schemaregistry]<3,>=2.15.0
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
collate-data-diff[oracle]
cx_Oracle<9,>=8.3.0

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud-datacatalog>=3.6.2
canmatrix<1.3
presidio-analyzer==2.2.358
numpy<3,>=2
opentelemetry-exporter-otlp==1.45.1
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
google-cloud-logging
psycopg2-binary
collate-dbt-artifacts-parser
pytest-playwright
s3fs~=2026.3
packaging
pymysql~=1.0
cramjam~=2.7
pyarrow<26,>=23.0.1
preshed<3.0.14
pytest-base-url
avro<1.12,>=1.11.4
ijson~=3.4
sqlalchemy-bigquery>=1.15.0
apache-airflow-providers-opensearch>=1.9.1
tornado>=6.5.9
collate-data-diff[mysql]
collate-data-diff[snowflake]
sqlalchemy-redshift~=1.0.0
fastavro>=1.2.0
apache-airflow-providers-http>=6.0.0
boto3~=1.41.5
mlflow-skinny<3.15,>=3.13.0
google-cloud-storage>=1.43.0
snowflake-connector-python<5,>=4.7.3
grpcio-tools>=1.47.2
azure-identity~=1.12
Werkzeug>=3.0.6
confluent_kafka[schemaregistry]<3,>=2.15.0
apache-airflow-providers-elasticsearch>=6.5.3
python-multipart>=0.0.31
attrs
protobuf>=5.29.6
GeoAlchemy2~=0.12
elasticsearch<9,>=8.10
google-cloud
azure-storage-blob~=12.14
snowflake-sqlalchemy>=1.11.0
pygtrie<2.6
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
asammdf<8.8,>=8.2
pandas<3,>=2.2.2
starlette>=0.49.1
apache-airflow==3.3.2

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

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

[prefect]

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

[presto]
pure-transport==0.2.0
presto-types-parser>=0.0.2
collate-data-diff[presto]
thrift<1,>=0.25.0
pyhive[hive_pure_sasl]~=0.7

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
sqlalchemy-pytds~=1.0
google-api-python-client>=2.0.0
impyla~=0.24.0
pymssql~=2.3.9
canmatrix<1.3
google-cloud-secret-manager==2.24.0
pymongo<5,>=4.18.2
hdbcli
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pydantic<3,>=2.12.5
google-cloud-logging
msal~=1.2
requests>=2.33.0
giturlparse
s3fs~=2026.3
packaging
cryptography>=48.0.1
thrift-sasl~=0.4
tableauserverclient==0.40
collate-data-diff[mssql]
teradatasql>=20.0.0.72
pyasn1>=0.6.3
collate-data-diff[mysql]
certifi>=2026.10.19
shapely
httpx~=0.28.0
cx_Oracle<9,>=8.3.0
google-cloud-pubsub>=2.0.0
Mako>=1.3.12
google-cloud-storage>=1.43.0
grpcio-tools>=1.47.2
sqlalchemy-hana
jaraco.context>=6.1.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
sqlalchemy-pgspider
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
asammdf<8.8,>=8.2
thrift<1,>=0.25.0
google-cloud-bigtable>=2.0.0
collate-data-diff[presto]
websocket-client~=1.6.1
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
mistune>=3.3.3
google-cloud-monitoring>=2.0.0
antlr4-python3-runtime==4.9.2
collate-data-diff[trino]
databricks-sql-connector>=4.7.0
clickhouse-sqlalchemy>=0.3
couchbase~=4.1
neo4j~=5.3
spacy<3.9,>=3.8.2
jaraco.functools<4.2.0
psycopg2-binary
adlfs>=2023.1.0
py7zr~=1.1.3
authlib>=1.6.9
pyhive[hive_pure_sasl]~=0.7
pydantic-settings>=2.14.2,~=2.0
pyarrow<26,>=23.0.1
dbt-extractor>=0.5.0
pydoris==1.2.0
tenacity<10,>=8.0
typing-inspect
clickhouse-driver~=0.2
impyla[kerberos]~=0.24.0
fastavro>=1.2.0
mlflow-skinny<3.15,>=3.13.0
snowflake-connector-python<5,>=4.7.3
databricks-sdk~=0.20.0
presto-types-parser>=0.0.2
collate-data-diff[oracle]
tabulate==0.9.0
gcsfs~=2026.3
google-cloud
azure-storage-blob~=12.14
requests-ntlm
pandas<3,>=2.2.2
memory-profiler
sqlalchemy-cockroachdb~=2.0
simple_salesforce~=1.11
Brotli>=1.2.1
presidio-analyzer==2.2.358
PyYAML~=6.0
pyOpenSSL>=26.0.0
python-liquid
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
gitpython>=3.2.1
opensearch-py~=2.4.0
pymysql~=1.0
lkml~=1.3
avro<1.12,>=1.11.4
ijson~=3.4
sqlalchemy-bigquery>=1.15.0
trino[sqlalchemy]
azure-storage-blob
collate-data-diff[snowflake]
sqlalchemy-redshift~=1.0.0
urllib3>=2.8.0
cachetools
protobuf>=5.29.6
cached-property==1.5.2
google-crc32c
python-dotenv>=0.19.0
Jinja2>=3.1.6
looker-sdk!=24.18.0,>=22.20.0
paramiko<6,>=3.5
preshed<3.0.14
elasticsearch8~=8.9.0
numpy<3,>=2
python-dateutil>=2.8.1
mypy_extensions>=0.4.3
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
pydruid>=0.6.5
kafka-connect-py==0.10.11
cramjam~=2.7
pydomo~=0.3
teradatasqlalchemy==20.0.0.9
sqlalchemy-vertica[vertica-python]>=0.0.5
pure-transport==0.2.0
validators~=0.22.0
chardet==4.0.0
pure-sasl
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
oracledb~=1.2
collate-sqllineage==2.1.7
collate-data-diff>=0.11.17
ndg-httpsclient~=0.5.1
boto3~=1.41.5
sqlalchemy<2.1,>=2.0.0
azure-identity~=1.12
azure-keyvault-secrets
pyodbc~=5.3.0
confluent_kafka[schemaregistry]<3,>=2.15.0
PyJWT>=2.15.0
databricks-sqlalchemy~=2.0.9
collate-data-diff[vertica]
lxml>=6.1.0
email-validator>=2.0
rarfile~=4.2
idna>=3.15
iomete-sqlalchemy>=1.0.22
pinotdb~=5.0
dagster_graphql>=1.8.0
setuptools>=83

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.9
teradatasql>=20.0.0.72

[test]
sqlalchemy-pytds~=1.0
pytest-order
great-expectations~=1.3
canmatrix<1.3
presidio-analyzer==2.2.358
testcontainers~=4.8.0
pymongo<5,>=4.18.2
skops
python-liquid
locust~=2.32.0
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0
collate-data-diff[clickhouse]
scikit-learn<2,>=1.4.2
google-cloud-logging
opensearch-py~=2.4.0
giturlparse
s3fs~=2026.3
pymysql~=1.0
boto3-stubs
lkml~=1.3
tableauserverclient==0.40
avro<1.12,>=1.11.4
collate-data-diff[mssql]
teradatasql>=20.0.0.72
ijson~=3.4
sqlalchemy-bigquery>=1.15.0
trino[sqlalchemy]
collate-data-diff[mysql]
factory-boy~=3.3.3
pyspark==3.5.6
cx_Oracle<9,>=8.3.0
google-cloud-storage>=1.43.0
grpcio-tools>=1.47.2
dirty-equals
protobuf>=5.29.6
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
sqlalchemy-pgspider
delta-spark<4.0.0,>=3.0.0
pygtrie<2.6
looker-sdk!=24.18.0,>=22.20.0
snowflake-sqlalchemy>=1.11.0
aiobotocore~=2.26.0
asammdf<8.8,>=8.2
paramiko<6,>=3.5
pyathena~=3.35.4
requests<3,>=2.33.0
google-cloud-bigtable>=2.0.0
faker==37.1.0
preshed<3.0.14
sqlalchemy_exasol<8,>=7.1.1
elasticsearch8~=8.9.0
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
numpy<3,>=2
opentelemetry-exporter-otlp==1.45.1
databricks-sql-connector>=4.7.0
clickhouse-sqlalchemy>=0.3
spacy<3.9,>=3.8.2
pytest-xdist~=3.5
collate-dbt-artifacts-parser
freezegun
neo4j~=5.3
psycopg2-binary
pyhive[hive_pure_sasl]~=0.7
coverage
pydomo~=0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
mypy-boto3-glue
pyarrow<26,>=23.0.1
cramjam~=2.7
kafka-connect-py==0.10.11
validators~=0.22.0
pydoris==1.2.0
minio==7.2.5
teradatasqlalchemy==20.0.0.9
deltalake<0.20,>=0.19.0
oracledb~=1.2
clickhouse-driver~=0.2
fastavro>=1.2.0
pytest-timeout~=2.4
boto3~=1.41.5
mlflow-skinny<3.15,>=3.13.0
databricks-sdk~=0.20.0
confluent_kafka[schemaregistry]<3,>=2.15.0
collate-data-diff[oracle]
collate-data-diff[vertica]
gcsfs~=2026.3
pytest==7.0.1
kafka-python==2.3.2
pytest-cov
sqlalchemy-cockroachdb~=2.0
pandas<3,>=2.2.2
apache-airflow==3.3.2
dagster_graphql>=1.8.0

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

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

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