pydantic<3,>=2.12.5
typing-inspect
cachetools
chardet==4.0.0
boto3<2,>=1.43.101
email-validator>=2.0
jsonpatch<2.0,>=1.24
pydantic-settings>=2.14.2,~=2.0
requests>=2.33.0
dbt-extractor>=0.5.0
packaging
tabulate==0.9.0
mypy_extensions>=0.4.3
certifi>=2026.10.19
requests-aws4auth~=1.1
pymysql~=1.0
setuptools>=83
python-dotenv>=0.19.0
urllib3>=2.8.0
memory-profiler
collate-data-diff>=0.11.18
antlr4-python3-runtime==4.9.2
azure-identity~=1.12
kubernetes<36,>=21.0.0
httpx~=0.28.0
python-dateutil>=2.8.1
sqlalchemy<2.1,>=2.0.0
cryptography>=48.0.1
mistune>=3.3.3
lxml>=6.1.0
azure-keyvault-secrets
collate-sqllineage==2.1.9
tenacity<10,>=8.0
google-crc32c
cached-property==1.5.2
Mako>=1.3.12
Jinja2>=3.1.6
idna>=3.15
PyJWT>=2.15.0
PyYAML~=6.0
shapely
importlib-metadata>=4.13.0
jaraco.context>=6.1.0
jaraco.functools<4.2.0
google-cloud-secret-manager==2.24.0

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

[airflow:python_version >= "3.11"]
tornado>=6.6

[all]
GeoAlchemy2~=0.12
collate-data-diff[vertica]
gitpython>=3.2.1
chardet==4.0.0
requests>=2.33.0
pydantic-settings>=2.14.2,~=2.0
mlflow-skinny<3.15,>=3.13.0
databricks-sdk~=0.20.0
sqlalchemy-pytds~=1.0
requests-aws4auth~=1.1
giturlparse
setuptools>=83
clickhouse-sqlalchemy>=0.3
memory-profiler
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.9.2
kubernetes<36,>=21.0.0
collate-data-diff[clickhouse]
pandas<3,>=2.2.2
confluent_kafka[schemaregistry]<3,>=2.15.0
nats-py[nkeys]<3.0.0,>=2.7.0
tableauserverclient==0.40
sqlalchemy<2.1,>=2.0.0
lxml>=6.1.0
google-cloud-bigtable>=2.0.0
google-cloud-logging
pyasn1>=0.6.5
google-crc32c
teradatasql>=20.0.0.72
py7zr~=1.1.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
paramiko<6,>=3.5
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
cached-property==1.5.2
PyYAML~=6.0
PyJWT>=2.15.0
shapely
pydoris==1.2.0
jaraco.context>=6.1.0
Brotli>=1.2.1
presidio-analyzer==2.2.358
thrift-sasl~=0.4
cramjam~=2.7
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pydantic<3,>=2.12.5
sqlalchemy-redshift~=1.0.0
trino[sqlalchemy]
pydruid>=0.6.5
lkml~=1.3
pyOpenSSL>=26.0.0
pinotdb~=5.0
numpy<3,>=2
jsonpatch<2.0,>=1.24
packaging
mypy_extensions>=0.4.3
certifi>=2026.10.19
requests-ntlm
psycopg2-binary
databend-sqlalchemy==0.5.5
pymongo<5,>=4.18.2
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
hdbcli
databricks-sql-connector>=4.7.0
azure-identity~=1.12
httpx~=0.28.0
google-cloud-pubsub>=2.0.0
gcsfs~=2026.3
collate-data-diff[trino]
google-api-python-client>=2.0.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[mysql]
Mako>=1.3.12
Jinja2>=3.1.6
idna>=3.15
jaraco.functools<4.2.0
google-cloud-secret-manager==2.24.0
sqlalchemy_exasol<8,>=7.1.1
validators~=0.22.0
snowflake-sqlalchemy>=1.11.0
typing-inspect
preshed<3.0.14
kafka-connect-py==0.10.11
sqlalchemy-pgspider
email-validator>=2.0
boto3<2,>=1.43.101
authlib>=1.6.9
clickzetta-connector==1.0.30
clickhouse-driver~=0.2
pymssql~=2.3.9
pyathena~=3.35.4
sqlalchemy-hana
oracledb<4,>=3.4.2
spacy<3.9,>=3.8.2
clickzetta-sqlalchemy==0.8.65.4
canmatrix<1.3
databricks-sqlalchemy~=2.0.9
s3fs~=2026.3
neo4j~=5.7
python-dateutil>=2.8.1
cryptography>=48.0.1
tenacity<10,>=8.0
fastavro>=1.2.0
collate-data-diff[presto]
collate-data-diff[mssql]
sqlalchemy-cockroachdb~=2.0
adlfs>=2023.1.0
pure-transport==0.2.0
elasticsearch<9,>=8.19.3
presto-types-parser>=0.0.2
importlib-metadata>=4.13.0
google-cloud-monitoring>=2.0.0
urllib3>=2.8.0
python-liquid
pyodbc~=5.3.0
dagster_graphql>=1.8.0
aiobotocore~=3.9.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla~=0.24.0
cachetools
dbt-extractor>=0.5.0
asammdf<8.8,>=8.2
msal~=1.2
impyla[kerberos]~=0.24.0
tabulate==0.9.0
azure-storage-blob
pymysql~=1.0
databend-driver==0.33.7
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
azure-storage-blob~=12.14
simple_salesforce~=1.11
collate-data-diff>=0.11.18
pydomo~=0.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
thrift<1,>=0.25.0
couchbase~=4.1
teradatasqlalchemy==20.0.0.9
scikit-learn<2,>=1.4.2
mistune>=3.3.3
azure-keyvault-secrets
collate-sqllineage==2.1.9
google-cloud
collate-dbt-artifacts-parser>=0.1.5
protobuf>=5.29.6
google-cloud-datacatalog>=3.6.2
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
snowflake-connector-python<5,>=4.7.3

[all-dev-env]
GeoAlchemy2~=0.12
collate-data-diff[vertica]
gitpython>=3.2.1
chardet==4.0.0
requests>=2.33.0
pydantic-settings>=2.14.2,~=2.0
mlflow-skinny<3.15,>=3.13.0
databricks-sdk~=0.20.0
sqlalchemy-pytds~=1.0
requests-aws4auth~=1.1
giturlparse
setuptools>=83
clickhouse-sqlalchemy>=0.3
memory-profiler
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.9.2
kubernetes<36,>=21.0.0
collate-data-diff[clickhouse]
pandas<3,>=2.2.2
confluent_kafka[schemaregistry]<3,>=2.15.0
nats-py[nkeys]<3.0.0,>=2.7.0
tableauserverclient==0.40
sqlalchemy<2.1,>=2.0.0
lxml>=6.1.0
google-cloud-bigtable>=2.0.0
google-cloud-logging
pyasn1>=0.6.5
google-crc32c
teradatasql>=20.0.0.72
py7zr~=1.1.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
paramiko<6,>=3.5
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
cached-property==1.5.2
PyYAML~=6.0
PyJWT>=2.15.0
shapely
pydoris==1.2.0
jaraco.context>=6.1.0
Brotli>=1.2.1
presidio-analyzer==2.2.358
thrift-sasl~=0.4
cramjam~=2.7
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pydantic<3,>=2.12.5
sqlalchemy-redshift~=1.0.0
trino[sqlalchemy]
pydruid>=0.6.5
lkml~=1.3
pyOpenSSL>=26.0.0
pinotdb~=5.0
numpy<3,>=2
jsonpatch<2.0,>=1.24
packaging
mypy_extensions>=0.4.3
certifi>=2026.10.19
requests-ntlm
psycopg2-binary
databend-sqlalchemy==0.5.5
pymongo<5,>=4.18.2
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
hdbcli
databricks-sql-connector>=4.7.0
azure-identity~=1.12
httpx~=0.28.0
google-cloud-pubsub>=2.0.0
gcsfs~=2026.3
collate-data-diff[trino]
google-api-python-client>=2.0.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[mysql]
Mako>=1.3.12
Jinja2>=3.1.6
idna>=3.15
jaraco.functools<4.2.0
google-cloud-secret-manager==2.24.0
sqlalchemy_exasol<8,>=7.1.1
validators~=0.22.0
snowflake-sqlalchemy>=1.11.0
typing-inspect
preshed<3.0.14
kafka-connect-py==0.10.11
sqlalchemy-pgspider
email-validator>=2.0
boto3<2,>=1.43.101
authlib>=1.6.9
clickzetta-connector==1.0.30
clickhouse-driver~=0.2
pyathena~=3.35.4
sqlalchemy-hana
oracledb<4,>=3.4.2
spacy<3.9,>=3.8.2
clickzetta-sqlalchemy==0.8.65.4
canmatrix<1.3
databricks-sqlalchemy~=2.0.9
s3fs~=2026.3
neo4j~=5.7
python-dateutil>=2.8.1
cryptography>=48.0.1
tenacity<10,>=8.0
fastavro>=1.2.0
collate-data-diff[presto]
collate-data-diff[mssql]
sqlalchemy-cockroachdb~=2.0
adlfs>=2023.1.0
pure-transport==0.2.0
elasticsearch<9,>=8.19.3
presto-types-parser>=0.0.2
importlib-metadata>=4.13.0
google-cloud-monitoring>=2.0.0
urllib3>=2.8.0
python-liquid
pyodbc~=5.3.0
dagster_graphql>=1.8.0
aiobotocore~=3.9.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla~=0.24.0
cachetools
dbt-extractor>=0.5.0
asammdf<8.8,>=8.2
msal~=1.2
impyla[kerberos]~=0.24.0
tabulate==0.9.0
azure-storage-blob
pymysql~=1.0
databend-driver==0.33.7
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
azure-storage-blob~=12.14
simple_salesforce~=1.11
collate-data-diff>=0.11.18
pydomo~=0.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
thrift<1,>=0.25.0
couchbase~=4.1
teradatasqlalchemy==20.0.0.9
scikit-learn<2,>=1.4.2
mistune>=3.3.3
azure-keyvault-secrets
collate-sqllineage==2.1.9
google-cloud
collate-dbt-artifacts-parser>=0.1.5
protobuf>=5.29.6
google-cloud-datacatalog>=3.6.2
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
snowflake-connector-python<5,>=4.7.3

[all-dev-env:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[all-dev-env:python_version >= "3.11"]
pyarrow<27,>=26.0.0
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[all:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[all:python_version >= "3.11"]
pyarrow<27,>=26.0.0
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[amundsen]
neo4j~=5.7

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

[bigquery:python_version < "3.11"]
pyarrow<26,>=23.0.1

[bigquery:python_version >= "3.11"]
pyarrow<27,>=26.0.0

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

[cassandra]
cassandra-driver>=3.28.0

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

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

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

[couchbase]
couchbase~=4.1

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

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

[data360]
simple_salesforce~=1.11
authlib>=1.6.9

[data360pipeline]
simple_salesforce~=1.11
authlib>=1.6.9

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

[databricks]
thrift<1,>=0.25.0
databricks-sqlalchemy~=2.0.9
ndg-httpsclient~=0.5.1
pyOpenSSL>=26.0.0
pyasn1>=0.6.5
databricks-sql-connector>=4.7.0
databricks-sdk~=0.20.0

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

[datalake-azure:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-azure:python_version >= "3.11"]
pyarrow<27,>=26.0.0

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

[datalake-gcs:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-gcs:python_version >= "3.11"]
pyarrow<27,>=26.0.0

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

[datalake-s3:python_version < "3.11"]
pyarrow<26,>=23.0.1

[datalake-s3:python_version >= "3.11"]
pyarrow<27,>=26.0.0

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

[db2-ibmi]

[dbt]
azure-storage-blob~=12.14
google-cloud
boto3<2,>=1.43.101
collate-dbt-artifacts-parser>=0.1.5
google-cloud-storage>=1.43.0
azure-identity~=1.12

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

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

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

[gcs:python_version < "3.11"]
pyarrow<26,>=23.0.1

[gcs:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[glue]
boto3<2,>=1.43.101

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

[great-expectations]
great-expectations~=1.3

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

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

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

[iomete]
iomete-sqlalchemy>=1.0.22

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2,>=1.43.101

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

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

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

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

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

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

[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
protobuf>=5.29.6
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[opensearch]
opensearch-py~=2.4.0

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

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
opentelemetry-exporter-otlp==1.45.1
apache-airflow-providers-http>=6.0.0
sqlalchemy_exasol<8,>=7.1.1
snowflake-sqlalchemy>=1.11.0
sqlalchemy-redshift~=1.0.0
preshed<3.0.14
aiobotocore~=3.9.2
GeoAlchemy2~=0.12
pytest-base-url
apache-airflow-providers-opensearch>=1.9.1
numpy<3,>=2
boto3<2,>=1.43.101
mlflow-skinny<3.15,>=3.13.0
starlette>=0.49.1
pytest-playwright
apache-airflow-providers-elasticsearch>=6.5.3
exasol-integration-test-docker-environment<7,>=6.0.0
asammdf<8.8,>=8.2
packaging
pymysql~=1.0
pygtrie<2.6
avro<1.12,>=1.11.4
azure-storage-blob~=12.14
Werkzeug>=3.0.6
cramjam~=2.7
canmatrix<1.3
ijson~=3.4
google-cloud-storage>=1.43.0
azure-identity~=1.12
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
s3fs~=2026.3
pandas<3,>=2.2.2
luigi<=3.6.0,>=2.8.4
confluent_kafka[schemaregistry]<3,>=2.15.0
attrs
tornado>=6.5.9
google-cloud-logging
google-cloud
fastavro>=1.2.0
collate-dbt-artifacts-parser>=0.1.5
protobuf>=5.29.6
collate-data-diff[snowflake]
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery>=1.15.0
collate-data-diff[mysql]
python-multipart>=0.0.31
apache-airflow==3.3.2
presidio-analyzer==2.2.358
psycopg2-binary
grpcio-tools>=1.47.2
snowflake-connector-python<5,>=4.7.3

[playwright:python_version < "3.11"]
pyarrow<26,>=23.0.1

[playwright:python_version >= "3.11"]
pyarrow<27,>=26.0.0
tornado>=6.6

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

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

[prefect]

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

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

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]

[pyarrow:python_version < "3.11"]
pyarrow<26,>=23.0.1

[pyarrow:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[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
protobuf>=5.29.6
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

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

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

[s3:python_version < "3.11"]
pyarrow<26,>=23.0.1

[s3:python_version >= "3.11"]
pyarrow<27,>=26.0.0

[sagemaker]
boto3<2,>=1.43.101

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
GeoAlchemy2~=0.12
collate-data-diff[vertica]
gitpython>=3.2.1
chardet==4.0.0
requests>=2.33.0
pydantic-settings>=2.14.2,~=2.0
mlflow-skinny<3.15,>=3.13.0
databricks-sdk~=0.20.0
sqlalchemy-pytds~=1.0
requests-aws4auth~=1.1
giturlparse
setuptools>=83
clickhouse-sqlalchemy>=0.3
memory-profiler
google-cloud-storage>=1.43.0
antlr4-python3-runtime==4.9.2
kubernetes<36,>=21.0.0
collate-data-diff[clickhouse]
pandas<3,>=2.2.2
confluent_kafka[schemaregistry]<3,>=2.15.0
nats-py[nkeys]<3.0.0,>=2.7.0
tableauserverclient==0.40
sqlalchemy<2.1,>=2.0.0
lxml>=6.1.0
google-cloud-bigtable>=2.0.0
google-cloud-logging
pyasn1>=0.6.5
google-crc32c
teradatasql>=20.0.0.72
py7zr~=1.1.3
collate-data-diff[snowflake]
opensearch-py~=2.4.0
paramiko<6,>=3.5
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
cached-property==1.5.2
PyYAML~=6.0
PyJWT>=2.15.0
shapely
pydoris==1.2.0
jaraco.context>=6.1.0
Brotli>=1.2.1
presidio-analyzer==2.2.358
thrift-sasl~=0.4
cramjam~=2.7
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pydantic<3,>=2.12.5
sqlalchemy-redshift~=1.0.0
trino[sqlalchemy]
pydruid>=0.6.5
lkml~=1.3
pyOpenSSL>=26.0.0
pinotdb~=5.0
numpy<3,>=2
jsonpatch<2.0,>=1.24
packaging
mypy_extensions>=0.4.3
certifi>=2026.10.19
requests-ntlm
psycopg2-binary
databend-sqlalchemy==0.5.5
pymongo<5,>=4.18.2
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
hdbcli
databricks-sql-connector>=4.7.0
azure-identity~=1.12
httpx~=0.28.0
google-cloud-pubsub>=2.0.0
gcsfs~=2026.3
collate-data-diff[trino]
google-api-python-client>=2.0.0
sqlalchemy-bigquery>=1.15.0
collate-data-diff[mysql]
Mako>=1.3.12
Jinja2>=3.1.6
idna>=3.15
jaraco.functools<4.2.0
google-cloud-secret-manager==2.24.0
sqlalchemy_exasol<8,>=7.1.1
validators~=0.22.0
snowflake-sqlalchemy>=1.11.0
typing-inspect
preshed<3.0.14
kafka-connect-py==0.10.11
sqlalchemy-pgspider
email-validator>=2.0
boto3<2,>=1.43.101
authlib>=1.6.9
clickzetta-connector==1.0.30
clickhouse-driver~=0.2
pymssql~=2.3.9
pyathena~=3.35.4
sqlalchemy-hana
oracledb<4,>=3.4.2
spacy<3.9,>=3.8.2
clickzetta-sqlalchemy==0.8.65.4
canmatrix<1.3
databricks-sqlalchemy~=2.0.9
s3fs~=2026.3
neo4j~=5.7
python-dateutil>=2.8.1
cryptography>=48.0.1
tenacity<10,>=8.0
fastavro>=1.2.0
collate-data-diff[presto]
collate-data-diff[mssql]
sqlalchemy-cockroachdb~=2.0
adlfs>=2023.1.0
pure-transport==0.2.0
elasticsearch<9,>=8.19.3
presto-types-parser>=0.0.2
importlib-metadata>=4.13.0
google-cloud-monitoring>=2.0.0
urllib3>=2.8.0
python-liquid
pyodbc~=5.3.0
dagster_graphql>=1.8.0
aiobotocore~=3.9.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla~=0.24.0
cachetools
dbt-extractor>=0.5.0
asammdf<8.8,>=8.2
msal~=1.2
impyla[kerberos]~=0.24.0
tabulate==0.9.0
azure-storage-blob
pymysql~=1.0
databend-driver==0.33.7
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
python-dotenv>=0.19.0
pyhive[hive_pure_sasl]~=0.7
rarfile~=4.2
azure-storage-blob~=12.14
simple_salesforce~=1.11
collate-data-diff>=0.11.18
pydomo~=0.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
thrift<1,>=0.25.0
couchbase~=4.1
teradatasqlalchemy==20.0.0.9
mistune>=3.3.3
azure-keyvault-secrets
collate-sqllineage==2.1.9
google-cloud
collate-dbt-artifacts-parser>=0.1.5
protobuf>=5.29.6
google-cloud-datacatalog>=3.6.2
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
snowflake-connector-python<5,>=4.7.3

[slim:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
pyarrow<26,>=23.0.1
adbc-driver-manager==1.12.0

[slim:python_version >= "3.11"]
pyarrow<27,>=26.0.0
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

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

[teradata]
teradatasql>=20.0.0.72
teradatasqlalchemy==20.0.0.9

[test]
opentelemetry-exporter-otlp==1.45.1
sqlalchemy_exasol<8,>=7.1.1
validators~=0.22.0
snowflake-sqlalchemy>=1.11.0
preshed<3.0.14
kafka-connect-py==0.10.11
sqlalchemy-pgspider
GeoAlchemy2~=0.12
collate-data-diff[vertica]
boto3<2,>=1.43.101
mlflow-skinny<3.15,>=3.13.0
clickhouse-driver~=0.2
databricks-sdk~=0.20.0
sqlalchemy-pytds~=1.0
pytest-xdist~=3.5
giturlparse
pyathena~=3.35.4
freezegun
clickhouse-sqlalchemy>=0.3
spacy<3.9,>=3.8.2
oracledb<4,>=3.4.2
canmatrix<1.3
kafka-python==2.3.2
ijson~=3.4
google-cloud-storage>=1.43.0
s3fs~=2026.3
pandas<3,>=2.2.2
collate-data-diff[clickhouse]
luigi<=3.6.0,>=2.8.4
neo4j~=5.7
confluent_kafka[schemaregistry]<3,>=2.15.0
tableauserverclient==0.40
pytest-cov
google-cloud-bigtable>=2.0.0
google-cloud-logging
requests<3,>=2.33.0
fastavro>=1.2.0
teradatasql>=20.0.0.72
factory-boy~=3.3.3
collate-data-diff[mssql]
sqlalchemy-cockroachdb~=2.0
opensearch-py~=2.4.0
paramiko<6,>=3.5
pytest==9.0.3
elasticsearch<9,>=8.19.3
apache-airflow==3.3.2
pydoris==1.2.0
mypy-boto3-glue
presidio-analyzer==2.2.358
google-cloud-monitoring>=2.0.0
python-liquid
cramjam~=2.7
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pytest-order
trino[sqlalchemy]
minio==7.2.5
dagster_graphql>=1.8.0
lkml~=1.3
aiobotocore~=3.9.2
skops
coverage
numpy<3,>=2
faker==37.1.0
testcontainers~=4.8.0
dirty-equals
locust~=2.32.0
exasol-integration-test-docker-environment<7,>=6.0.0
asammdf<8.8,>=8.2
pygtrie<2.6
pymysql~=1.0
databend-driver==0.33.7
sqlalchemy-vertica[vertica-python]<1.0,>=0.0.5
pyhive[hive_pure_sasl]~=0.7
pymongo<5,>=4.18.2
cassandra-driver>=3.28.0
avro<1.12,>=1.11.4
databend-sqlalchemy==0.5.5
databricks-sql-connector>=4.7.0
pydomo~=0.3
gcsfs~=2026.3
teradatasqlalchemy==20.0.0.9
scikit-learn<2,>=1.4.2
collate-dbt-artifacts-parser>=0.1.5
boto3-stubs
protobuf>=5.29.6
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery>=1.15.0
collate-data-diff[mysql]
looker-sdk!=24.18.0,>=22.20.0
pytest-timeout~=2.4
great-expectations~=1.3
psycopg2-binary

[test-unit]
pytest-order
sqlalchemy_exasol<8,>=7.1.1
teradatasqlalchemy==20.0.0.9
pytest==9.0.3
pytest-cov
faker==37.1.0
dirty-equals
pytest-timeout~=2.4
teradatasql>=20.0.0.72
pytest-rerunfailures
factory-boy~=3.3.3
testcontainers

[test:python_version < "3.11"]
pyarrow<26,>=23.0.1

[test:python_version >= "3.11"]
pyarrow<27,>=26.0.0

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

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