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

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

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

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

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

[dbt]
boto3~=1.41.5
google-cloud
azure-identity~=1.12
google-cloud-storage>=1.43.0
azure-storage-blob~=12.14
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]
build
avro<1.12,>=1.11.4
boto3-stubs
datamodel-code-generator==0.25.6
isort
nox
pycln
basedpyright~=1.39.0
black==22.3.0
grpcio-tools>=1.47.2
pylint~=3.2.0
mypy-boto3-glue
twine
presidio-analyzer==2.2.358
spacy<3.8
uvloop==0.21.0
sqlalchemy-bigquery>=1.15.0
pre-commit

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-base-url
pytest-playwright

[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
pyarrow<26,>=23.0.1
rarfile~=4.2
py7zr~=1.1.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.1.4

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[test:python_version < "3.9"]
testcontainers==3.7.1

[test:python_version >= "3.9"]
testcontainers~=4.8.0

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

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