importlib-metadata>=4.13.0
cachetools
setuptools>=78.1.1
memory-profiler
azure-keyvault-secrets
azure-identity~=1.12
pydantic<3,>=2.12.5
requests-aws4auth~=1.1
mypy_extensions>=0.4.3
pymysql~=1.0
cached-property==1.5.2
collate-data-diff>=0.11.15
kubernetes<36,>=21.0.0
email-validator>=2.0
jsonpatch<2.0,>=1.24
packaging
sqlalchemy<3,>=2.0.0
mistune>=3.3.0
jaraco.functools<4.2.0
google-cloud-secret-manager==2.24.0
python-dotenv>=0.19.0
PyJWT>=2.13.0
Jinja2>=2.11.3
tenacity<10,>=8.0
google-crc32c
requests>=2.23
idna>=3.15
PyYAML~=6.0
shapely
httpx~=0.28.0
tabulate==0.9.0
python-dateutil>=2.8.1
dbt-extractor>=0.5.0
boto3~=1.41.5
Mako>=1.3.12
lxml>=6.1.0
jaraco.context>=6.1.0
chardet==4.0.0
antlr4-python3-runtime==4.9.2
collate-sqllineage==2.1.7
typing-inspect
cryptography>=48.0.1
pydantic-settings>=2.14.2,~=2.0

[airflow]
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-opensearch>=1.9.1
elasticsearch<9,>=8.10
tornado>=6.5.7
apache-airflow==3.3.1
starlette>=0.49.1
python-multipart>=0.0.31
Werkzeug>=3.0.6
apache-airflow-providers-elasticsearch>=6.5.3
attrs
pygtrie<2.6
apache-airflow-providers-http>=6.0.0

[all]
great-expectations~=1.0
elasticsearch8~=8.9.0
python-liquid
pyathena~=3.35.4
google-cloud
cachetools
memory-profiler
clickhouse-sqlalchemy>=0.3
pydantic<3,>=2.12.5
requests-aws4auth~=1.1
sqlalchemy-bigquery>=1.15.0
psycopg2-binary
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3
pymysql~=1.0
cached-property==1.5.2
sqlalchemy<3,>=2.0.0
databricks-sdk~=0.20.0
websocket-client~=1.6.1
PyJWT>=2.13.0
Jinja2>=2.11.3
s3fs~=2026.3
collate-data-diff[clickhouse]
sqlalchemy-vertica[vertica-python]>=0.0.5
Mako>=1.3.12
lxml>=6.1.0
jaraco.context>=6.1.0
lkml~=1.3
collate-data-diff[snowflake]
simple_salesforce~=1.11
validators~=0.22.0
sqlalchemy-cockroachdb~=2.0
iomete-sqlalchemy>=1.0.22
sqlalchemy-pytds~=0.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
importlib-metadata>=4.13.0
deltalake<0.20,>=0.19.0
authlib>=1.6.9
google-cloud-monitoring>=2.0.0
dagster_graphql>=1.8.0
pyodbc~=5.3.0
giturlparse
collate-data-diff>=0.11.15
kubernetes<36,>=21.0.0
collate-data-diff[vertica]
thrift<1,>=0.24.0
grpcio-tools>=1.47.2
email-validator>=2.0
neo4j~=5.3
google-cloud-logging
google-cloud-bigtable>=2.0.0
collate-dbt-artifacts-parser
sqlalchemy-hana
pure-sasl
google-cloud-secret-manager==2.24.0
tenacity<10,>=8.0
oracledb~=1.2
requests>=2.23
databricks-sqlalchemy~=2.0.9
cx_Oracle<9,>=8.3.0
fastavro>=1.2.0
impyla[kerberos]~=0.24.0
PyYAML~=6.0
protobuf>=5.29.6
teradatasqlalchemy==20.0.0.2
numpy<3,>=2
httpx~=0.28.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sql-connector>=4.0.0
tabulate==0.9.0
sqlalchemy_exasol<7,>=6
pyarrow<26,>=23.0.1
exasol-integration-test-docker-environment<4,>=3.1.0
requests-ntlm
thrift-sasl~=0.4
gitpython~=3.1.34
azure-storage-blob~=12.14
chardet==4.0.0
pure-transport==0.2.0
pydantic-settings>=2.14.2,~=2.0
snowflake-sqlalchemy>=1.8.0
opensearch-py~=2.4.0
rarfile~=4.2
presto-types-parser>=0.0.2
azure-keyvault-secrets
azure-identity~=1.12
trino[sqlalchemy]
pinotdb~=5.0
looker-sdk!=24.18.0,>=22.20.0
pydoris==1.2.0
collate-data-diff[mysql]
jsonpatch<2.0,>=1.24
azure-storage-blob
pyspark==3.5.6
jaraco.functools<4.2.0
adbc-driver-manager
pymssql~=2.3.9
python-dotenv>=0.19.0
clickhouse-driver~=0.2
google-cloud-pubsub>=2.0.0
collate-data-diff[trino]
pydomo~=0.3
idna>=3.15
avro<1.12,>=1.11.4
shapely
pydruid>=0.6.5
adlfs>=2023.1.0
python-dateutil>=2.8.1
boto3~=1.41.5
google-cloud-datacatalog>=3.6.2
gcsfs~=2026.3
antlr4-python3-runtime==4.9.2
collate-sqllineage==2.1.7
typing-inspect
cryptography>=48.0.1
collate-data-diff[oracle]
pymongo~=4.3
hdbcli
google-cloud-storage>=1.43.0
pyhive[hive_pure_sasl]~=0.7
cramjam~=2.7
google-api-python-client>=2.0.0
spacy<3.9,>=3.8.2
pandas<3,>=2.2.2
impyla~=0.24.0
setuptools>=78.1.1
ndg-httpsclient~=0.5.1
couchbase~=4.1
pyOpenSSL>=26.0.0
collate-data-diff[mssql]
sqlalchemy-redshift~=1.0.0
presidio-analyzer==2.2.358
asammdf<8.8,>=8.2
msal~=1.2
scikit-learn<2,>=1.4.2
collate-data-diff[presto]
adbc-driver-flightsql
packaging
mistune>=3.3.0
tableauserverclient==0.40
google-crc32c
sqlalchemy-pgspider
GeoAlchemy2~=0.12
ijson~=3.4
py7zr~=1.1.0
delta-spark<4.0.0,>=3.0.0
dbt-extractor>=0.5.0
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
pyasn1>=0.6.3
cassandra-driver>=3.28.0

[all-dev-env]
great-expectations~=1.0
elasticsearch8~=8.9.0
python-liquid
pyathena~=3.35.4
google-cloud
cachetools
memory-profiler
clickhouse-sqlalchemy>=0.3
pydantic<3,>=2.12.5
requests-aws4auth~=1.1
sqlalchemy-bigquery>=1.15.0
psycopg2-binary
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3
pymysql~=1.0
cached-property==1.5.2
sqlalchemy<3,>=2.0.0
databricks-sdk~=0.20.0
websocket-client~=1.6.1
PyJWT>=2.13.0
Jinja2>=2.11.3
s3fs~=2026.3
collate-data-diff[clickhouse]
sqlalchemy-vertica[vertica-python]>=0.0.5
Mako>=1.3.12
lxml>=6.1.0
jaraco.context>=6.1.0
lkml~=1.3
collate-data-diff[snowflake]
simple_salesforce~=1.11
validators~=0.22.0
sqlalchemy-cockroachdb~=2.0
iomete-sqlalchemy>=1.0.22
sqlalchemy-pytds~=0.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
importlib-metadata>=4.13.0
deltalake<0.20,>=0.19.0
authlib>=1.6.9
google-cloud-monitoring>=2.0.0
dagster_graphql>=1.8.0
pyodbc~=5.3.0
giturlparse
collate-data-diff>=0.11.15
kubernetes<36,>=21.0.0
collate-data-diff[vertica]
thrift<1,>=0.24.0
grpcio-tools>=1.47.2
email-validator>=2.0
neo4j~=5.3
google-cloud-logging
google-cloud-bigtable>=2.0.0
collate-dbt-artifacts-parser
sqlalchemy-hana
pure-sasl
google-cloud-secret-manager==2.24.0
tenacity<10,>=8.0
oracledb~=1.2
requests>=2.23
databricks-sqlalchemy~=2.0.9
cx_Oracle<9,>=8.3.0
fastavro>=1.2.0
impyla[kerberos]~=0.24.0
PyYAML~=6.0
protobuf>=5.29.6
teradatasqlalchemy==20.0.0.2
numpy<3,>=2
httpx~=0.28.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sql-connector>=4.0.0
tabulate==0.9.0
sqlalchemy_exasol<7,>=6
pyarrow<26,>=23.0.1
exasol-integration-test-docker-environment<4,>=3.1.0
requests-ntlm
thrift-sasl~=0.4
gitpython~=3.1.34
azure-storage-blob~=12.14
chardet==4.0.0
pure-transport==0.2.0
pydantic-settings>=2.14.2,~=2.0
snowflake-sqlalchemy>=1.8.0
opensearch-py~=2.4.0
rarfile~=4.2
presto-types-parser>=0.0.2
azure-keyvault-secrets
azure-identity~=1.12
trino[sqlalchemy]
pinotdb~=5.0
looker-sdk!=24.18.0,>=22.20.0
pydoris==1.2.0
collate-data-diff[mysql]
jsonpatch<2.0,>=1.24
azure-storage-blob
pyspark==3.5.6
jaraco.functools<4.2.0
adbc-driver-manager
python-dotenv>=0.19.0
clickhouse-driver~=0.2
google-cloud-pubsub>=2.0.0
collate-data-diff[trino]
pydomo~=0.3
idna>=3.15
avro<1.12,>=1.11.4
shapely
pydruid>=0.6.5
adlfs>=2023.1.0
python-dateutil>=2.8.1
boto3~=1.41.5
google-cloud-datacatalog>=3.6.2
gcsfs~=2026.3
antlr4-python3-runtime==4.9.2
collate-sqllineage==2.1.7
typing-inspect
cryptography>=48.0.1
collate-data-diff[oracle]
pymongo~=4.3
hdbcli
google-cloud-storage>=1.43.0
pyhive[hive_pure_sasl]~=0.7
cramjam~=2.7
google-api-python-client>=2.0.0
spacy<3.9,>=3.8.2
pandas<3,>=2.2.2
impyla~=0.24.0
setuptools>=78.1.1
ndg-httpsclient~=0.5.1
couchbase~=4.1
pyOpenSSL>=26.0.0
collate-data-diff[mssql]
sqlalchemy-redshift~=1.0.0
presidio-analyzer==2.2.358
asammdf<8.8,>=8.2
msal~=1.2
scikit-learn<2,>=1.4.2
collate-data-diff[presto]
adbc-driver-flightsql
packaging
mistune>=3.3.0
tableauserverclient==0.40
google-crc32c
sqlalchemy-pgspider
GeoAlchemy2~=0.12
ijson~=3.4
py7zr~=1.1.0
delta-spark<4.0.0,>=3.0.0
dbt-extractor>=0.5.0
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
pyasn1>=0.6.3
cassandra-driver>=3.28.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[deltalake]
deltalake<0.20,>=0.19.0
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0

[deltalake-spark]
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
datamodel-code-generator==0.64.0
mypy-boto3-glue
basedpyright==1.39.3
pre-commit
types-requests
spacy<3.9,>=3.8.2
build
avro<1.12,>=1.11.4
sqlalchemy-bigquery>=1.15.0
uvloop==0.21.0
presidio-analyzer==2.2.358
pandas-stubs~=2.2
nox
isort
pylint~=3.2.0
grpcio-tools>=1.47.2
boto3-stubs
black==22.3.0
pycln
google-api-python-client-stubs
google-auth-stubs
scipy-stubs
twine

[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]
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]
pandas<3,>=2.2.2
py7zr~=1.1.0
rarfile~=4.2
pyarrow<26,>=23.0.1
google-cloud-storage>=1.43.0

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations==0.18.8

[great-expectations-1xx]
great-expectations~=1.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

[mongo]
pymongo~=4.3
pandas<3,>=2.2.2
numpy<3,>=2

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
google-cloud-storage>=1.43.0
azure-storage-blob~=12.14
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
cramjam~=2.7
google-cloud
pandas<3,>=2.2.2
apache-airflow-providers-elasticsearch>=6.5.3
tornado>=6.5.7
pygtrie<2.6
psycopg2-binary
sqlalchemy-bigquery>=1.15.0
sqlalchemy-redshift~=1.0.0
mlflow-skinny<3.15,>=3.13.0
pymysql~=1.0
asammdf<8.8,>=8.2
azure-identity~=1.12
presidio-analyzer==2.2.358
elasticsearch<9,>=8.10
pytest-base-url
grpcio-tools>=1.47.2
python-multipart>=0.0.31
collate-data-diff[mysql]
google-cloud-logging
packaging
collate-dbt-artifacts-parser
apache-airflow-providers-http>=6.0.0
apache-airflow-providers-opensearch>=1.9.1
opentelemetry-exporter-otlp==1.37.0
pytest-playwright
s3fs~=2026.3
GeoAlchemy2~=0.12
ijson~=3.4
starlette>=0.49.1
fastavro>=1.2.0
protobuf>=5.29.6
avro<1.12,>=1.11.4
numpy<3,>=2
confluent_kafka<=2.6.1,>=2.1.1
pyarrow<26,>=23.0.1
boto3~=1.41.5
apache-airflow==3.3.1
aiobotocore~=2.26.0
Werkzeug>=3.0.6
google-cloud-datacatalog>=3.6.2
collate-data-diff[snowflake]
attrs
snowflake-sqlalchemy>=1.8.0

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
presto-types-parser>=0.0.2
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
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]
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0
protobuf>=5.29.6
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

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

[s3]
rarfile~=4.2
pyarrow<26,>=23.0.1
pandas<3,>=2.2.2
py7zr~=1.1.0

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
great-expectations~=1.0
elasticsearch8~=8.9.0
rarfile~=4.2
presto-types-parser>=0.0.2
python-liquid
pyathena~=3.35.4
google-cloud
cachetools
memory-profiler
clickhouse-sqlalchemy>=0.3
gitpython~=3.1.34
azure-keyvault-secrets
azure-identity~=1.12
pydantic<3,>=2.12.5
requests-aws4auth~=1.1
sqlalchemy-bigquery>=1.15.0
mypy_extensions>=0.4.3
pymysql~=1.0
cached-property==1.5.2
psycopg2-binary
mlflow-skinny<3.15,>=3.13.0
pinotdb~=5.0
trino[sqlalchemy]
looker-sdk!=24.18.0,>=22.20.0
pydoris==1.2.0
collate-data-diff[mysql]
jsonpatch<2.0,>=1.24
azure-storage-blob
sqlalchemy<3,>=2.0.0
jaraco.functools<4.2.0
adbc-driver-manager
databricks-sdk~=0.20.0
websocket-client~=1.6.1
pymssql~=2.3.9
python-dotenv>=0.19.0
clickhouse-driver~=0.2
PyJWT>=2.13.0
Jinja2>=2.11.3
google-cloud-pubsub>=2.0.0
s3fs~=2026.3
collate-data-diff[trino]
pydomo~=0.3
idna>=3.15
collate-data-diff[clickhouse]
spacy<3.9,>=3.8.2
avro<1.12,>=1.11.4
shapely
pydruid>=0.6.5
adlfs>=2023.1.0
sqlalchemy-vertica[vertica-python]>=0.0.5
python-dateutil>=2.8.1
boto3~=1.41.5
Mako>=1.3.12
lxml>=6.1.0
jaraco.context>=6.1.0
lkml~=1.3
google-cloud-datacatalog>=3.6.2
gcsfs~=2026.3
antlr4-python3-runtime==4.9.2
collate-sqllineage==2.1.7
typing-inspect
simple_salesforce~=1.11
cryptography>=48.0.1
collate-data-diff[snowflake]
sqlalchemy-cockroachdb~=2.0
validators~=0.22.0
iomete-sqlalchemy>=1.0.22
collate-data-diff[oracle]
pymongo~=4.3
hdbcli
google-cloud-storage>=1.43.0
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-pytds~=0.3
cramjam~=2.7
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
importlib-metadata>=4.13.0
google-api-python-client>=2.0.0
deltalake<0.20,>=0.19.0
pandas<3,>=2.2.2
impyla~=0.24.0
setuptools>=78.1.1
google-cloud-monitoring>=2.0.0
dagster_graphql>=1.8.0
ndg-httpsclient~=0.5.1
couchbase~=4.1
pyodbc~=5.3.0
authlib>=1.6.9
pyOpenSSL>=26.0.0
collate-data-diff[mssql]
sqlalchemy-redshift~=1.0.0
presidio-analyzer==2.2.358
asammdf<8.8,>=8.2
msal~=1.2
collate-data-diff>=0.11.15
giturlparse
kubernetes<36,>=21.0.0
collate-data-diff[presto]
collate-data-diff[vertica]
thrift<1,>=0.24.0
adbc-driver-flightsql
grpcio-tools>=1.47.2
email-validator>=2.0
neo4j~=5.3
google-cloud-logging
google-cloud-bigtable>=2.0.0
packaging
collate-dbt-artifacts-parser
cassandra-driver>=3.28.0
mistune>=3.3.0
sqlalchemy-hana
snowflake-sqlalchemy>=1.8.0
pure-sasl
google-cloud-secret-manager==2.24.0
tableauserverclient==0.40
tenacity<10,>=8.0
google-crc32c
oracledb~=1.2
requests>=2.23
GeoAlchemy2~=0.12
databricks-sqlalchemy~=2.0.9
ijson~=3.4
sqlalchemy-pgspider
cx_Oracle<9,>=8.3.0
py7zr~=1.1.0
fastavro>=1.2.0
impyla[kerberos]~=0.24.0
PyYAML~=6.0
protobuf>=5.29.6
teradatasqlalchemy==20.0.0.2
numpy<3,>=2
httpx~=0.28.0
confluent_kafka<=2.6.1,>=2.1.1
databricks-sql-connector>=4.0.0
tabulate==0.9.0
sqlalchemy_exasol<7,>=6
dbt-extractor>=0.5.0
pyarrow<26,>=23.0.1
exasol-integration-test-docker-environment<4,>=3.1.0
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
pyasn1>=0.6.3
requests-ntlm
thrift-sasl~=0.4
azure-storage-blob~=12.14
chardet==4.0.0
pure-transport==0.2.0
pydantic-settings>=2.14.2,~=2.0
opensearch-py~=2.4.0

[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]
elasticsearch8~=8.9.0
python-liquid
pyathena~=3.35.4
clickhouse-sqlalchemy>=0.3
psycopg2-binary
pytest-order
sqlalchemy-bigquery>=1.15.0
mlflow-skinny<3.15,>=3.13.0
pymysql~=1.0
databricks-sdk~=0.20.0
s3fs~=2026.3
collate-data-diff[clickhouse]
great-expectations==0.18.8
pytest-xdist~=3.5
lkml~=1.3
pytest==7.0.1
validators~=0.22.0
pytest-cov
sqlalchemy-cockroachdb~=2.0
sqlalchemy-pytds~=0.3
deltalake<0.20,>=0.19.0
google-cloud-monitoring>=2.0.0
dagster_graphql>=1.8.0
faker==37.1.0
giturlparse
grpcio-tools>=1.47.2
neo4j~=5.3
google-cloud-logging
google-cloud-bigtable>=2.0.0
collate-dbt-artifacts-parser
factory-boy~=3.3.3
kafka-python==2.0.2
oracledb~=1.2
cx_Oracle<9,>=8.3.0
fastavro>=1.2.0
protobuf>=5.29.6
locust~=2.32.0
teradatasqlalchemy==20.0.0.2
numpy<3,>=2
confluent_kafka<=2.6.1,>=2.1.1
databricks-sql-connector>=4.0.0
skops
sqlalchemy_exasol<7,>=6
pyarrow<26,>=23.0.1
exasol-integration-test-docker-environment<4,>=3.1.0
snowflake-sqlalchemy>=1.8.0
opensearch-py~=2.4.0
minio==7.2.5
pygtrie<2.6
trino[sqlalchemy]
looker-sdk!=24.18.0,>=22.20.0
pydoris==1.2.0
collate-data-diff[mysql]
pyspark==3.5.6
clickhouse-driver~=0.2
opentelemetry-exporter-otlp==1.37.0
freezegun
pydomo~=0.3
requests<3,>=2.31.0
avro<1.12,>=1.11.4
coverage
boto3~=1.41.5
gcsfs~=2026.3
google-cloud-datacatalog>=3.6.2
collate-data-diff[oracle]
pymongo~=4.3
pyhive[hive_pure_sasl]~=0.7
google-cloud-storage>=1.43.0
cramjam~=2.7
spacy<3.9,>=3.8.2
pandas<3,>=2.2.2
collate-data-diff[mssql]
presidio-analyzer==2.2.358
asammdf<8.8,>=8.2
scikit-learn<2,>=1.4.2
boto3-stubs
tableauserverclient==0.40
mypy-boto3-glue
sqlalchemy-pgspider
ijson~=3.4
GeoAlchemy2~=0.12
dirty-equals
delta-spark<4.0.0,>=3.0.0
apache-airflow==3.3.1
aiobotocore~=2.26.0
kafka-connect-py==0.10.11
cassandra-driver>=3.28.0

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

[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
