dbt-extractor>=0.5.0
collate-sqllineage>=2.1.3
cryptography>=48.0.1
python-dateutil>=2.8.1
setuptools>=78.1.1
kubernetes<36,>=21.0.0
mypy_extensions>=0.4.3
collate-data-diff>=0.11.11
packaging
cachetools
pydantic<2.12,>=2.7.0,~=2.0
azure-identity~=1.12
antlr4-python3-runtime==4.9.2
PyJWT>=2.13.0
PyYAML~=6.0
tabulate==0.9.0
sqlalchemy<3,>=2.0.0
idna>=3.15
jaraco.functools<4.2.0
memory-profiler
boto3~=1.41.5
Jinja2>=2.11.3
chardet==4.0.0
email-validator>=2.0
cached-property==1.5.2
python-dotenv>=0.19.0
pydantic-settings>=2.14.2,~=2.0
Mako>=1.3.12
typing-inspect
jaraco.context>=6.1.0
google-cloud-secret-manager==2.24.0
google-crc32c
lxml>=6.1.0
httpx~=0.28.0
importlib-metadata>=4.13.0
jsonpatch<2.0,>=1.24
pymysql~=1.0
mistune>=3.3.0
tenacity<10,>=8.0
shapely
azure-keyvault-secrets
requests>=2.23
requests-aws4auth~=1.1

[airflow]
python-multipart>=0.0.31
attrs
tornado>=6.5.7
starlette>=0.49.1
apache-airflow-providers-opensearch>=1.9.1
Werkzeug>=3.0.6
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-http>=6.0.0
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow==3.2.2

[all]
pyhive[hive_pure_sasl]~=0.7
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff>=0.11.11
pydantic<2.12,>=2.7.0,~=2.0
boto3~=1.41.5
cassandra-driver>=3.28.0
mlflow-skinny<3.15,>=3.13.0
ijson~=3.4
sqlalchemy-vertica[vertica-python]>=0.0.5
gcsfs~=2026.3
google-cloud-secret-manager==2.24.0
lxml>=6.1.0
httpx~=0.28.0
jsonpatch<2.0,>=1.24
pinotdb~=5.0
pymysql~=1.0
mistune>=3.3.0
databricks-sqlalchemy~=2.0.9
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
requests>=2.23
opensearch-py~=2.4.0
pyasn1>=0.6.3
requests-aws4auth~=1.1
psycopg2-binary
collate-data-diff[trino]
spacy<3.8
cryptography>=48.0.1
google-cloud
elasticsearch8~=8.9.0
python-dateutil>=2.8.1
azure-storage-blob
impyla[kerberos]~=0.18.0
collate-data-diff[snowflake]
teradatasqlalchemy==20.0.0.2
impyla~=0.18.0
setuptools>=78.1.1
py7zr~=1.1.0
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]
dagster_graphql>=1.8.0
exasol-integration-test-docker-environment<4,>=3.1.0
confluent_kafka<=2.6.1,>=2.1.1
PyJWT>=2.13.0
scikit-learn<2,>=1.3
tabulate==0.9.0
adbc-driver-flightsql
cached-property==1.5.2
great-expectations~=1.0
authlib>=1.6.9
sqlalchemy-pgspider
pyathena~=3.25.0
GeoAlchemy2~=0.12
pure-transport==0.2.0
collate-data-diff[vertica]
pure-sasl
snowflake-sqlalchemy>=1.8.0
msal~=1.2
deltalake<0.20,>=0.19.0
thrift<1,>=0.13
s3fs~=2026.3
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
pydomo~=0.3
collate-data-diff[oracle]
databricks-sdk~=0.20.0
pandas~=2.1.4
azure-keyvault-secrets
trino[sqlalchemy]
presto-types-parser>=0.0.2
dbt-extractor>=0.5.0
sqlalchemy-redshift~=1.0.0
sqlalchemy-hana
lkml~=1.3
pyodbc~=5.3.0
pyarrow<26,>=23.0.1
giturlparse
pymongo~=4.3
google-cloud-bigtable>=2.0.0
google-cloud-pubsub>=2.0.0
mypy_extensions>=0.4.3
packaging
kafka-connect-py==0.10.11
antlr4-python3-runtime==4.9.2
idna>=3.15
memory-profiler
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
email-validator>=2.0
clickhouse-sqlalchemy>=0.3
python-dotenv>=0.19.0
pydruid>=0.6.5
Mako>=1.3.12
numpy<2
google-cloud-logging
adlfs>=2023.1.0
jaraco.context>=6.1.0
hdbcli
neo4j~=5.3
protobuf>=5.29.6
sqlalchemy_exasol<7,>=6
collate-dbt-artifacts-parser
tenacity<10,>=8.0
rarfile~=4.2
thrift-sasl~=0.4
databricks-sql-connector>=4.0.0
shapely
ndg-httpsclient~=0.5.1
simple_salesforce~=1.11
gitpython~=3.1.34
requests-ntlm
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
collate-sqllineage>=2.1.3
sqlalchemy-bigquery>=1.15.0
google-cloud-storage>=1.43.0
kubernetes<36,>=21.0.0
cachetools
azure-identity~=1.12
PyYAML~=6.0
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
jaraco.functools<4.2.0
Jinja2>=2.11.3
chardet==4.0.0
pymssql~=2.3.9
fastavro>=1.2.0
validators~=0.22.0
pyOpenSSL>=26.0.0
pydantic-settings>=2.14.2,~=2.0
google-api-python-client>=2.0.0
azure-storage-blob~=12.14
collate-data-diff[mysql]
typing-inspect
avro<1.12,>=1.11.4
adbc-driver-manager
sqlalchemy-cockroachdb~=2.0
python-liquid
google-crc32c
pyspark==3.5.6
clickhouse-driver~=0.2
cramjam~=2.7
looker-sdk!=24.18.0,>=22.20.0
delta-spark<4.0.0,>=3.0.0
importlib-metadata>=4.13.0
collate-data-diff[presto]
oracledb~=1.2
croniter<3
couchbase~=4.1

[all-dev-env]
pyhive[hive_pure_sasl]~=0.7
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff>=0.11.11
pydantic<2.12,>=2.7.0,~=2.0
boto3~=1.41.5
cassandra-driver>=3.28.0
mlflow-skinny<3.15,>=3.13.0
ijson~=3.4
sqlalchemy-vertica[vertica-python]>=0.0.5
gcsfs~=2026.3
google-cloud-secret-manager==2.24.0
lxml>=6.1.0
httpx~=0.28.0
jsonpatch<2.0,>=1.24
pinotdb~=5.0
pymysql~=1.0
mistune>=3.3.0
databricks-sqlalchemy~=2.0.9
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
requests>=2.23
opensearch-py~=2.4.0
pyasn1>=0.6.3
requests-aws4auth~=1.1
psycopg2-binary
collate-data-diff[trino]
spacy<3.8
cryptography>=48.0.1
google-cloud
elasticsearch8~=8.9.0
python-dateutil>=2.8.1
azure-storage-blob
impyla[kerberos]~=0.18.0
collate-data-diff[snowflake]
teradatasqlalchemy==20.0.0.2
impyla~=0.18.0
setuptools>=78.1.1
py7zr~=1.1.0
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]
dagster_graphql>=1.8.0
exasol-integration-test-docker-environment<4,>=3.1.0
confluent_kafka<=2.6.1,>=2.1.1
PyJWT>=2.13.0
scikit-learn<2,>=1.3
tabulate==0.9.0
adbc-driver-flightsql
cached-property==1.5.2
great-expectations~=1.0
authlib>=1.6.9
sqlalchemy-pgspider
pyathena~=3.25.0
GeoAlchemy2~=0.12
pure-transport==0.2.0
collate-data-diff[vertica]
pure-sasl
snowflake-sqlalchemy>=1.8.0
msal~=1.2
deltalake<0.20,>=0.19.0
thrift<1,>=0.13
s3fs~=2026.3
presidio-analyzer==2.2.358
aiobotocore~=2.26.0
pydomo~=0.3
collate-data-diff[oracle]
databricks-sdk~=0.20.0
pandas~=2.1.4
azure-keyvault-secrets
trino[sqlalchemy]
presto-types-parser>=0.0.2
dbt-extractor>=0.5.0
sqlalchemy-redshift~=1.0.0
sqlalchemy-hana
lkml~=1.3
pyodbc~=5.3.0
pyarrow<26,>=23.0.1
giturlparse
pymongo~=4.3
google-cloud-bigtable>=2.0.0
google-cloud-pubsub>=2.0.0
mypy_extensions>=0.4.3
packaging
kafka-connect-py==0.10.11
antlr4-python3-runtime==4.9.2
idna>=3.15
memory-profiler
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
email-validator>=2.0
clickhouse-sqlalchemy>=0.3
python-dotenv>=0.19.0
pydruid>=0.6.5
Mako>=1.3.12
numpy<2
google-cloud-logging
adlfs>=2023.1.0
jaraco.context>=6.1.0
hdbcli
neo4j~=5.3
protobuf>=5.29.6
sqlalchemy_exasol<7,>=6
collate-dbt-artifacts-parser
tenacity<10,>=8.0
rarfile~=4.2
thrift-sasl~=0.4
databricks-sql-connector>=4.0.0
shapely
ndg-httpsclient~=0.5.1
simple_salesforce~=1.11
gitpython~=3.1.34
requests-ntlm
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
collate-sqllineage>=2.1.3
sqlalchemy-bigquery>=1.15.0
google-cloud-storage>=1.43.0
kubernetes<36,>=21.0.0
cachetools
azure-identity~=1.12
PyYAML~=6.0
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
jaraco.functools<4.2.0
Jinja2>=2.11.3
chardet==4.0.0
fastavro>=1.2.0
validators~=0.22.0
pyOpenSSL>=26.0.0
pydantic-settings>=2.14.2,~=2.0
google-api-python-client>=2.0.0
azure-storage-blob~=12.14
collate-data-diff[mysql]
typing-inspect
avro<1.12,>=1.11.4
adbc-driver-manager
sqlalchemy-cockroachdb~=2.0
python-liquid
google-crc32c
pyspark==3.5.6
clickhouse-driver~=0.2
cramjam~=2.7
looker-sdk!=24.18.0,>=22.20.0
delta-spark<4.0.0,>=3.0.0
importlib-metadata>=4.13.0
collate-data-diff[presto]
oracledb~=1.2
croniter<3
couchbase~=4.1

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

[bigtable]
google-cloud-bigtable>=2.0.0
numpy<2
pandas~=2.1.4

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

[dagster]
psycopg2-binary
dagster_graphql>=1.8.0
GeoAlchemy2~=0.12
pymysql~=1.0
croniter<3

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
ijson~=3.4
cramjam~=2.7
adlfs>=2023.1.0
numpy<2
azure-identity~=1.12
azure-storage-blob~=12.14
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
avro<1.12,>=1.11.4
boto3~=1.41.5
asammdf~=7.4.5
pandas~=2.1.4
fastavro>=1.2.0

[datalake-gcs]
google-cloud-monitoring>=2.0.0
ijson~=3.4
numpy<2
cramjam~=2.7
pandas~=2.1.4
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
avro<1.12,>=1.11.4
gcsfs~=2026.3
google-cloud-storage>=1.43.0
boto3~=1.41.5
asammdf~=7.4.5
fastavro>=1.2.0

[datalake-s3]
s3fs~=2026.3
ijson~=3.4
cramjam~=2.7
numpy<2
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
avro<1.12,>=1.11.4
boto3~=1.41.5
asammdf~=7.4.5
pandas~=2.1.4
fastavro>=1.2.0

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

[db2-ibmi]

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

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

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

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

[dev]
pre-commit
presidio-analyzer==2.2.358
pycln
spacy<3.8
mypy-boto3-glue
datamodel-code-generator==0.25.6
black==22.3.0
grpcio-tools>=1.47.2
basedpyright~=1.39.0
isort
twine
build
avro<1.12,>=1.11.4
sqlalchemy-bigquery>=1.15.0
pylint~=3.2.0
nox
boto3-stubs
uvloop==0.21.0

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<7,>=6
exasol-integration-test-docker-environment<4,>=3.1.0

[gcs]
google-cloud-storage>=1.43.0
pandas~=2.1.4
py7zr~=1.1.0
pyarrow<26,>=23.0.1
rarfile~=4.2

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=0.18.0

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

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

[hive]
presto-types-parser>=0.0.2
thrift<1,>=0.13
pyhive[hive_pure_sasl]~=0.7
pure-transport==0.2.0
thrift-sasl~=0.4
pure-sasl
impyla~=0.18.0

[impala]
thrift-sasl~=0.4
presto-types-parser>=0.0.2
thrift<1,>=0.13
pure-sasl
impyla[kerberos]~=0.18.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

[mongo]
pandas~=2.1.4
numpy<2
pymongo~=4.3

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.1.4

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

[pii-processor]
presidio-analyzer==2.2.358
spacy<3.8
numpy<2
pandas~=2.1.4

[pinotdb]
pinotdb~=5.0

[playwright]
psycopg2-binary
sqlalchemy-redshift~=1.0.0
grpcio-tools>=1.47.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[snowflake]
pyarrow<26,>=23.0.1
apache-airflow-providers-opensearch>=1.9.1
google-cloud
pytest-playwright
sqlalchemy-bigquery>=1.15.0
google-cloud-storage>=1.43.0
pytest-base-url
packaging
python-multipart>=0.0.31
confluent_kafka<=2.6.1,>=2.1.1
azure-identity~=1.12
Werkzeug>=3.0.6
boto3~=1.41.5
google-cloud-datacatalog>=3.6.2
fastavro>=1.2.0
mlflow-skinny<3.15,>=3.13.0
GeoAlchemy2~=0.12
attrs
ijson~=3.4
numpy<2
google-cloud-logging
collate-data-diff[mysql]
azure-storage-blob~=12.14
avro<1.12,>=1.11.4
opentelemetry-exporter-otlp==1.37.0
apache-airflow-providers-elasticsearch>=6.5.3
snowflake-sqlalchemy>=1.8.0
cramjam~=2.7
presidio-analyzer==2.2.358
s3fs~=2026.3
protobuf>=5.29.6
tornado>=6.5.7
starlette>=0.49.1
pymysql~=1.0
collate-dbt-artifacts-parser
aiobotocore~=2.26.0
asammdf~=7.4.5
pandas~=2.1.4
apache-airflow-providers-http>=6.0.0
apache-airflow==3.2.2

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

[s3]
py7zr~=1.1.0
pyarrow<26,>=23.0.1
rarfile~=4.2
pandas~=2.1.4

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

[sample-data]
presidio-analyzer==2.2.358
spacy<3.8
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
sqlalchemy-bigquery>=1.15.0

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.3

[slim]
presto-types-parser>=0.0.2
dbt-extractor>=0.5.0
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-redshift~=1.0.0
sqlalchemy-hana
lkml~=1.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pyodbc~=5.3.0
pyarrow<26,>=23.0.1
giturlparse
pymongo~=4.3
google-cloud-bigtable>=2.0.0
google-cloud-pubsub>=2.0.0
mypy_extensions>=0.4.3
collate-data-diff>=0.11.11
packaging
pydantic<2.12,>=2.7.0,~=2.0
kafka-connect-py==0.10.11
antlr4-python3-runtime==4.9.2
idna>=3.15
memory-profiler
boto3~=1.41.5
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
email-validator>=2.0
cassandra-driver>=3.28.0
clickhouse-sqlalchemy>=0.3
mlflow-skinny<3.15,>=3.13.0
python-dotenv>=0.19.0
pydruid>=0.6.5
ijson~=3.4
Mako>=1.3.12
numpy<2
google-cloud-logging
adlfs>=2023.1.0
sqlalchemy-vertica[vertica-python]>=0.0.5
jaraco.context>=6.1.0
gcsfs~=2026.3
hdbcli
google-cloud-secret-manager==2.24.0
neo4j~=5.3
lxml>=6.1.0
httpx~=0.28.0
protobuf>=5.29.6
jsonpatch<2.0,>=1.24
sqlalchemy_exasol<7,>=6
pinotdb~=5.0
pymysql~=1.0
mistune>=3.3.0
tenacity<10,>=8.0
collate-dbt-artifacts-parser
databricks-sqlalchemy~=2.0.9
databricks-sql-connector>=4.0.0
shapely
ndg-httpsclient~=0.5.1
rarfile~=4.2
asammdf~=7.4.5
thrift-sasl~=0.4
cx_Oracle<9,>=8.3.0
simple_salesforce~=1.11
requests>=2.23
gitpython~=3.1.34
opensearch-py~=2.4.0
pyasn1>=0.6.3
requests-aws4auth~=1.1
psycopg2-binary
requests-ntlm
collate-data-diff[trino]
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
spacy<3.8
iomete-sqlalchemy>=1.0.22
websocket-client~=1.6.1
collate-sqllineage>=2.1.3
cryptography>=48.0.1
google-cloud
elasticsearch8~=8.9.0
python-dateutil>=2.8.1
azure-storage-blob
impyla[kerberos]~=0.18.0
collate-data-diff[snowflake]
teradatasqlalchemy==20.0.0.2
sqlalchemy-bigquery>=1.15.0
google-cloud-storage>=1.43.0
impyla~=0.18.0
setuptools>=78.1.1
py7zr~=1.1.0
kubernetes<36,>=21.0.0
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]
dagster_graphql>=1.8.0
cachetools
exasol-integration-test-docker-environment<4,>=3.1.0
confluent_kafka<=2.6.1,>=2.1.1
azure-identity~=1.12
PyJWT>=2.13.0
PyYAML~=6.0
tabulate==0.9.0
sqlalchemy<3,>=2.0.0
jaraco.functools<4.2.0
adbc-driver-flightsql
tableauserverclient==0.40
Jinja2>=2.11.3
chardet==4.0.0
pymssql~=2.3.9
fastavro>=1.2.0
cached-property==1.5.2
great-expectations~=1.0
authlib>=1.6.9
validators~=0.22.0
pyOpenSSL>=26.0.0
pyathena~=3.25.0
sqlalchemy-pgspider
pydantic-settings>=2.14.2,~=2.0
GeoAlchemy2~=0.12
pure-transport==0.2.0
google-api-python-client>=2.0.0
collate-data-diff[vertica]
azure-storage-blob~=12.14
collate-data-diff[mysql]
typing-inspect
avro<1.12,>=1.11.4
pure-sasl
sqlalchemy-cockroachdb~=2.0
adbc-driver-manager
python-liquid
google-crc32c
clickhouse-driver~=0.2
cramjam~=2.7
looker-sdk!=24.18.0,>=22.20.0
snowflake-sqlalchemy>=1.8.0
msal~=1.2
deltalake<0.20,>=0.19.0
thrift<1,>=0.13
s3fs~=2026.3
presidio-analyzer==2.2.358
importlib-metadata>=4.13.0
collate-data-diff[presto]
oracledb~=1.2
croniter<3
aiobotocore~=2.26.0
pydomo~=0.3
collate-data-diff[oracle]
databricks-sdk~=0.20.0
couchbase~=4.1
pandas~=2.1.4
azure-keyvault-secrets
trino[sqlalchemy]

[snowflake]
snowflake-sqlalchemy>=1.8.0
collate-data-diff[snowflake]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
pyhive[hive_pure_sasl]~=0.7
faker==37.1.0
skops
boto3~=1.41.5
factory-boy~=3.3.3
dirty-equals
cassandra-driver>=3.28.0
mlflow-skinny<3.15,>=3.13.0
ijson~=3.4
gcsfs~=2026.3
locust~=2.32.0
pymysql~=1.0
kafka-python==2.0.2
cx_Oracle<9,>=8.3.0
asammdf~=7.4.5
opensearch-py~=2.4.0
apache-airflow==3.2.2
psycopg2-binary
spacy<3.8
mypy-boto3-glue
elasticsearch8~=8.9.0
teradatasqlalchemy==20.0.0.2
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]
dagster_graphql>=1.8.0
exasol-integration-test-docker-environment<4,>=3.1.0
confluent_kafka<=2.6.1,>=2.1.1
scikit-learn<2,>=1.3
sqlalchemy-pgspider
pyathena~=3.25.0
GeoAlchemy2~=0.12
snowflake-sqlalchemy>=1.8.0
presidio-analyzer==2.2.358
deltalake<0.20,>=0.19.0
s3fs~=2026.3
pydomo~=0.3
aiobotocore~=2.26.0
collate-data-diff[oracle]
databricks-sdk~=0.20.0
pandas~=2.1.4
trino[sqlalchemy]
great-expectations~=0.18.0
boto3-stubs
pytest-xdist~=3.5
lkml~=1.3
pytest-cov
pyarrow<26,>=23.0.1
pymongo~=4.3
giturlparse
google-cloud-bigtable>=2.0.0
kafka-connect-py==0.10.11
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
clickhouse-sqlalchemy>=0.3
numpy<2
google-cloud-logging
requests<3,>=2.31.0
pytest==7.0.1
opentelemetry-exporter-otlp==1.37.0
neo4j~=5.3
protobuf>=5.29.6
sqlalchemy_exasol<7,>=6
coverage
collate-dbt-artifacts-parser
databricks-sql-connector>=4.0.0
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
pytest-order
sqlalchemy-bigquery>=1.15.0
google-cloud-storage>=1.43.0
freezegun
tableauserverclient==0.40
fastavro>=1.2.0
validators~=0.22.0
collate-data-diff[mysql]
avro<1.12,>=1.11.4
python-liquid
sqlalchemy-cockroachdb~=2.0
pyspark==3.5.6
looker-sdk!=24.18.0,>=22.20.0
cramjam~=2.7
clickhouse-driver~=0.2
delta-spark<4.0.0,>=3.0.0
minio==7.2.5
oracledb~=1.2
croniter<3

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

[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
