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

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

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

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

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

[all:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=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]
pyarrow<26,>=23.0.1
sqlalchemy-bigquery>=1.15.0
numpy<3,>=2
google-cloud-datacatalog>=3.6.2
google-cloud-logging

[bigtable]
numpy<3,>=2
google-cloud-bigtable>=2.0.0
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]
sqlalchemy-cockroachdb~=2.0
psycopg2-binary

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

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

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

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

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

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

[impala]
pure-sasl
thrift<1,>=0.25.0
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-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]
protobuf>=5.29.6
confluent_kafka[schemaregistry]<3,>=2.15.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
fastavro>=1.2.0

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
giturlparse
lkml~=1.3
python-liquid
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]
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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

[oracle]
collate-data-diff[oracle]
oracledb~=1.2
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
preshed<3.0.14
numpy<3,>=2
pandas<3,>=2.2.2
spacy<3.9,>=3.8.2

[pinotdb]
pinotdb~=5.0

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

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

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

[prefect]

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

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

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

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

[slim:python_version >= "3.11"]
adbc-driver-flightsql>=1.13.0
adbc-driver-manager>=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]
validators~=0.22.0
tableauserverclient==0.40
packaging

[teradata]
teradatasqlalchemy==20.0.0.9
teradatasql>=20.0.0.72

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

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

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

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