tabulate==0.9.0
tenacity<10,>=8.0
pydantic-settings>=2.7.0,~=2.0
Jinja2>=2.11.3
cryptography>=46.0.5
antlr4-python3-runtime==4.9.2
collate-data-diff>=0.11.11
importlib-metadata>=4.13.0
Mako>=1.3.12
azure-identity~=1.12
sqlalchemy<3,>=2.0.0
dbt-extractor>=0.5.0
pymysql~=1.0
jaraco.functools<4.2.0
httpx~=0.28.0
lxml>=6.1.0
mypy_extensions>=0.4.3
cached-property==1.5.2
PyJWT>=2.12.0
typing-inspect
email-validator>=2.0
mistune>=3.2.1
python-dateutil>=2.8.1
requests-aws4auth~=1.1
jaraco.context>=6.1.0
google-crc32c
idna>=3.15
jsonpatch<2.0,>=1.24
cachetools
python-dotenv>=0.19.0
collate-sqllineage>=2.1.3
chardet==4.0.0
google-cloud-secret-manager==2.24.0
PyYAML~=6.0
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
packaging
requests>=2.23
boto3~=1.41.5
memory-profiler
setuptools>=78.1.1
shapely
kubernetes<36,>=21.0.0

[airflow]
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.2.1
python-multipart>=0.0.27
Werkzeug>=3.0.6
tornado>=6.5.5
starlette>=0.49.1
attrs
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
apache-airflow-providers-http>=6.0.0

[all]
ijson~=3.4
cramjam~=2.7
sqlalchemy-pgspider
croniter<3
httpx~=0.28.0
avro<1.12,>=1.11.4
collate-data-diff[trino]
mypy_extensions>=0.4.3
mistune>=3.2.1
requests-aws4auth~=1.1
cx_Oracle<9,>=8.3.0
pyarrow~=16.0
fastavro>=1.2.0
msal~=1.2
idna>=3.15
presto-types-parser>=0.0.2
gcsfs~=2026.3
sqlalchemy-vertica[vertica-python]>=0.0.5
jsonpatch<2.0,>=1.24
cachetools
adbc-driver-manager
exasol-integration-test-docker-environment<4,>=3.1.0
collate-sqllineage>=2.1.3
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
clickhouse-sqlalchemy>=0.3
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
requests>=2.23
pandas~=2.1.4
memory-profiler
kafka-connect-py==0.10.11
setuptools>=78.1.1
sqlalchemy-pytds~=0.3
collate-data-diff>=0.11.11
adbc-driver-flightsql
gitpython~=3.1.34
sqlalchemy_exasol<7,>=6
sqlalchemy<3,>=2.0.0
azure-identity~=1.12
python-liquid
pymysql~=1.0
delta-spark<4.0.0,>=3.0.0
websocket-client~=1.6.1
great-expectations~=1.0
requests-ntlm
authlib>=1.6.9
collate-data-diff[snowflake]
simple_salesforce~=1.11
PyJWT>=2.12.0
collate-dbt-artifacts-parser
sqlalchemy-hana
pyspark==3.5.6
adlfs>=2023.1.0
grpcio-tools>=1.47.2
neo4j~=5.3
collate-data-diff[presto]
GeoAlchemy2~=0.12
pure-transport==0.2.0
couchbase~=4.1
python-dotenv>=0.19.0
pure-sasl
PyYAML~=6.0
collate-data-diff[mysql]
packaging
pyhive[hive_pure_sasl]~=0.7
impyla[kerberos]~=0.18.0
hdbcli
google-cloud-monitoring>=2.0.0
azure-storage-blob~=12.14
pymssql~=2.3.9
dagster_graphql>=1.8.0
google-cloud-bigtable>=2.0.0
giturlparse
looker-sdk!=24.18.0,>=22.20.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
tabulate==0.9.0
google-api-python-client>=2.0.0
rarfile~=4.2
antlr4-python3-runtime==4.9.2
Mako>=1.3.12
dbt-extractor>=0.5.0
jaraco.functools<4.2.0
lxml>=6.1.0
psycopg2-binary
google-cloud-storage>=1.43.0
cached-property==1.5.2
typing-inspect
trino[sqlalchemy]
pyodbc~=5.3.0
iomete-sqlalchemy>=1.0.22
sqlalchemy-redshift~=1.0.0
oracledb~=1.2
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
numpy<2
google-cloud
py7zr~=1.1.0
scikit-learn<2,>=1.3
thrift-sasl~=0.4
google-cloud-datacatalog>=3.6.2
collate-data-diff[vertica]
azure-storage-blob
opensearch-py~=2.4.0
pydomo~=0.3
pyasn1>=0.6.3
shapely
tableauserverclient==0.40
elasticsearch8~=8.9.0
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
asammdf~=7.4.5
tenacity<10,>=8.0
pyOpenSSL>=26.0.0
pydantic-settings>=2.7.0,~=2.0
Jinja2>=2.11.3
cryptography>=46.0.5
collate-data-diff[clickhouse]
snowflake-sqlalchemy>=1.8.0
protobuf>=5.29.6
validators~=0.22.0
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
importlib-metadata>=4.13.0
google-cloud-logging
aiobotocore~=2.26.0
pyathena~=3.25.0
email-validator>=2.0
python-dateutil>=2.8.1
jaraco.context>=6.1.0
cassandra-driver>=3.28.0
clickhouse-driver~=0.2
google-crc32c
thrift<1,>=0.13
pymongo~=4.3
presidio-analyzer==2.2.358
impyla~=0.18.0
lkml~=1.3
pydruid>=0.6.5
chardet==4.0.0
deltalake<0.20,>=0.19.0
google-cloud-secret-manager==2.24.0
mlflow-skinny<3.13,>=3.11.1
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
boto3~=1.41.5
spacy<3.8
databricks-sqlalchemy~=2.0.9
google-cloud-pubsub>=2.0.0
pinotdb~=5.0
kubernetes<36,>=21.0.0

[all-dev-env]
ijson~=3.4
cramjam~=2.7
sqlalchemy-pgspider
croniter<3
httpx~=0.28.0
avro<1.12,>=1.11.4
collate-data-diff[trino]
mypy_extensions>=0.4.3
mistune>=3.2.1
requests-aws4auth~=1.1
cx_Oracle<9,>=8.3.0
pyarrow~=16.0
fastavro>=1.2.0
msal~=1.2
idna>=3.15
presto-types-parser>=0.0.2
gcsfs~=2026.3
sqlalchemy-vertica[vertica-python]>=0.0.5
jsonpatch<2.0,>=1.24
cachetools
adbc-driver-manager
exasol-integration-test-docker-environment<4,>=3.1.0
collate-sqllineage>=2.1.3
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
clickhouse-sqlalchemy>=0.3
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
requests>=2.23
pandas~=2.1.4
memory-profiler
kafka-connect-py==0.10.11
setuptools>=78.1.1
sqlalchemy-pytds~=0.3
collate-data-diff>=0.11.11
adbc-driver-flightsql
gitpython~=3.1.34
sqlalchemy_exasol<7,>=6
sqlalchemy<3,>=2.0.0
azure-identity~=1.12
python-liquid
pymysql~=1.0
delta-spark<4.0.0,>=3.0.0
websocket-client~=1.6.1
great-expectations~=1.0
requests-ntlm
authlib>=1.6.9
collate-data-diff[snowflake]
simple_salesforce~=1.11
PyJWT>=2.12.0
collate-dbt-artifacts-parser
sqlalchemy-hana
pyspark==3.5.6
adlfs>=2023.1.0
grpcio-tools>=1.47.2
neo4j~=5.3
collate-data-diff[presto]
GeoAlchemy2~=0.12
pure-transport==0.2.0
couchbase~=4.1
python-dotenv>=0.19.0
pure-sasl
PyYAML~=6.0
collate-data-diff[mysql]
packaging
pyhive[hive_pure_sasl]~=0.7
impyla[kerberos]~=0.18.0
hdbcli
google-cloud-monitoring>=2.0.0
azure-storage-blob~=12.14
dagster_graphql>=1.8.0
google-cloud-bigtable>=2.0.0
giturlparse
looker-sdk!=24.18.0,>=22.20.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
tabulate==0.9.0
google-api-python-client>=2.0.0
rarfile~=4.2
antlr4-python3-runtime==4.9.2
Mako>=1.3.12
dbt-extractor>=0.5.0
jaraco.functools<4.2.0
lxml>=6.1.0
psycopg2-binary
google-cloud-storage>=1.43.0
cached-property==1.5.2
typing-inspect
trino[sqlalchemy]
pyodbc~=5.3.0
iomete-sqlalchemy>=1.0.22
sqlalchemy-redshift~=1.0.0
oracledb~=1.2
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
numpy<2
google-cloud
py7zr~=1.1.0
scikit-learn<2,>=1.3
thrift-sasl~=0.4
google-cloud-datacatalog>=3.6.2
collate-data-diff[vertica]
azure-storage-blob
opensearch-py~=2.4.0
pydomo~=0.3
pyasn1>=0.6.3
shapely
tableauserverclient==0.40
elasticsearch8~=8.9.0
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
asammdf~=7.4.5
tenacity<10,>=8.0
pyOpenSSL>=26.0.0
pydantic-settings>=2.7.0,~=2.0
Jinja2>=2.11.3
cryptography>=46.0.5
collate-data-diff[clickhouse]
snowflake-sqlalchemy>=1.8.0
protobuf>=5.29.6
validators~=0.22.0
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
importlib-metadata>=4.13.0
google-cloud-logging
aiobotocore~=2.26.0
pyathena~=3.25.0
email-validator>=2.0
python-dateutil>=2.8.1
jaraco.context>=6.1.0
cassandra-driver>=3.28.0
clickhouse-driver~=0.2
google-crc32c
thrift<1,>=0.13
pymongo~=4.3
presidio-analyzer==2.2.358
impyla~=0.18.0
lkml~=1.3
pydruid>=0.6.5
chardet==4.0.0
deltalake<0.20,>=0.19.0
google-cloud-secret-manager==2.24.0
mlflow-skinny<3.13,>=3.11.1
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
boto3~=1.41.5
spacy<3.8
databricks-sqlalchemy~=2.0.9
google-cloud-pubsub>=2.0.0
pinotdb~=5.0
kubernetes<36,>=21.0.0

[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-storage-blob
azure-identity~=1.12

[bigquery]
numpy<2
sqlalchemy-bigquery>=1.15.0
pyarrow~=16.0
google-cloud-logging
google-cloud-datacatalog>=3.6.2

[bigtable]
numpy<2
google-cloud-bigtable>=2.0.0
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]
GeoAlchemy2~=0.12
croniter<3
pymysql~=1.0
dagster_graphql>=1.8.0
psycopg2-binary

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
numpy<2
asammdf~=7.4.5
ijson~=3.4
cramjam~=2.7
boto3~=1.41.5
pyarrow~=16.0
fastavro>=1.2.0
adlfs>=2023.1.0
azure-identity~=1.12
azure-storage-blob~=12.14
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
pandas~=2.1.4

[datalake-gcs]
numpy<2
asammdf~=7.4.5
ijson~=3.4
cramjam~=2.7
boto3~=1.41.5
pyarrow~=16.0
fastavro>=1.2.0
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
pandas~=2.1.4
gcsfs~=2026.3
google-cloud-storage>=1.43.0

[datalake-s3]
numpy<2
asammdf~=7.4.5
ijson~=3.4
cramjam~=2.7
boto3~=1.41.5
s3fs~=2026.3
pyarrow~=16.0
fastavro>=1.2.0
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
pandas~=2.1.4

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

[db2-ibmi]

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

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

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

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

[dev]
pylint~=3.2.0
presidio-analyzer==2.2.358
boto3-stubs
isort
spacy<3.8
sqlalchemy-bigquery>=1.15.0
build
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
pycln
pre-commit
basedpyright~=1.14
black==22.3.0
twine
mypy-boto3-glue
datamodel-code-generator==0.25.6
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]
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy_exasol<7,>=6

[gcs]
py7zr~=1.1.0
rarfile~=4.2
pandas~=2.1.4
google-cloud-storage>=1.43.0
pyarrow~=16.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.13,>=3.11.1

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

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

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

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

[nifi]

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

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

[pinotdb]
pinotdb~=5.0

[playwright]
opentelemetry-exporter-otlp==1.37.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
asammdf~=7.4.5
ijson~=3.4
cramjam~=2.7
snowflake-sqlalchemy>=1.8.0
protobuf>=5.29.6
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
google-cloud-logging
avro<1.12,>=1.11.4
azure-identity~=1.12
pytest-base-url
pymysql~=1.0
aiobotocore~=2.26.0
psycopg2-binary
google-cloud-storage>=1.43.0
collate-data-diff[snowflake]
apache-airflow==3.2.1
collate-dbt-artifacts-parser
pyarrow~=16.0
fastavro>=1.2.0
sqlalchemy-redshift~=1.0.0
grpcio-tools>=1.47.2
attrs
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
numpy<2
GeoAlchemy2~=0.12
python-multipart>=0.0.27
google-cloud
presidio-analyzer==2.2.358
Werkzeug>=3.0.6
tornado>=6.5.5
google-cloud-datacatalog>=3.6.2
mlflow-skinny<3.13,>=3.11.1
collate-data-diff[mysql]
confluent_kafka<=2.6.1,>=2.1.1
packaging
pytest-playwright
boto3~=1.41.5
starlette>=0.49.1
azure-storage-blob~=12.14
apache-airflow-providers-http>=6.0.0
pandas~=2.1.4

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
pure-transport==0.2.0

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[s3]
rarfile~=4.2
pandas~=2.1.4
py7zr~=1.1.0
pyarrow~=16.0

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
looker-sdk!=24.18.0,>=22.20.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
tabulate==0.9.0
google-api-python-client>=2.0.0
ijson~=3.4
cramjam~=2.7
rarfile~=4.2
antlr4-python3-runtime==4.9.2
validators~=0.22.0
sqlalchemy-pgspider
croniter<3
Mako>=1.3.12
dbt-extractor>=0.5.0
jaraco.functools<4.2.0
httpx~=0.28.0
avro<1.12,>=1.11.4
collate-data-diff[trino]
lxml>=6.1.0
psycopg2-binary
mypy_extensions>=0.4.3
google-cloud-storage>=1.43.0
cached-property==1.5.2
typing-inspect
trino[sqlalchemy]
pyodbc~=5.3.0
mistune>=3.2.1
requests-aws4auth~=1.1
cx_Oracle<9,>=8.3.0
iomete-sqlalchemy>=1.0.22
pyarrow~=16.0
fastavro>=1.2.0
oracledb~=1.2
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
sqlalchemy-redshift~=1.0.0
msal~=1.2
idna>=3.15
presto-types-parser>=0.0.2
gcsfs~=2026.3
sqlalchemy-vertica[vertica-python]>=0.0.5
numpy<2
jsonpatch<2.0,>=1.24
cachetools
google-cloud
py7zr~=1.1.0
adbc-driver-manager
exasol-integration-test-docker-environment<4,>=3.1.0
collate-sqllineage>=2.1.3
pymssql~=2.3.9
thrift-sasl~=0.4
google-cloud-datacatalog>=3.6.2
ndg-httpsclient~=0.5.1
clickhouse-sqlalchemy>=0.3
databricks-sdk~=0.20.0
collate-data-diff[vertica]
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
requests>=2.23
memory-profiler
azure-storage-blob
kafka-connect-py==0.10.11
opensearch-py~=2.4.0
pydomo~=0.3
setuptools>=78.1.1
pyasn1>=0.6.3
kubernetes<36,>=21.0.0
shapely
sqlalchemy-pytds~=0.3
tableauserverclient==0.40
elasticsearch8~=8.9.0
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
asammdf~=7.4.5
tenacity<10,>=8.0
pyOpenSSL>=26.0.0
pydantic-settings>=2.7.0,~=2.0
Jinja2>=2.11.3
cryptography>=46.0.5
collate-data-diff[clickhouse]
collate-data-diff>=0.11.11
adbc-driver-flightsql
protobuf>=5.29.6
gitpython~=3.1.34
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
importlib-metadata>=4.13.0
sqlalchemy<3,>=2.0.0
azure-identity~=1.12
google-cloud-logging
sqlalchemy_exasol<7,>=6
pymysql~=1.0
python-liquid
websocket-client~=1.6.1
aiobotocore~=2.26.0
great-expectations~=1.0
requests-ntlm
pyathena~=3.25.0
authlib>=1.6.9
collate-data-diff[snowflake]
simple_salesforce~=1.11
PyJWT>=2.12.0
email-validator>=2.0
collate-dbt-artifacts-parser
python-dateutil>=2.8.1
sqlalchemy-hana
jaraco.context>=6.1.0
cassandra-driver>=3.28.0
adlfs>=2023.1.0
clickhouse-driver~=0.2
grpcio-tools>=1.47.2
google-crc32c
neo4j~=5.3
thrift<1,>=0.13
collate-data-diff[presto]
pymongo~=4.3
GeoAlchemy2~=0.12
pure-transport==0.2.0
presidio-analyzer==2.2.358
impyla~=0.18.0
couchbase~=4.1
lkml~=1.3
python-dotenv>=0.19.0
pydruid>=0.6.5
pinotdb~=5.0
pure-sasl
chardet==4.0.0
deltalake<0.20,>=0.19.0
google-cloud-secret-manager==2.24.0
PyYAML~=6.0
mlflow-skinny<3.13,>=3.11.1
collate-data-diff[mysql]
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
packaging
pyhive[hive_pure_sasl]~=0.7
boto3~=1.41.5
impyla[kerberos]~=0.18.0
spacy<3.8
hdbcli
google-cloud-monitoring>=2.0.0
azure-storage-blob~=12.14
databricks-sqlalchemy~=2.0.9
google-cloud-pubsub>=2.0.0
snowflake-sqlalchemy>=1.8.0
dagster_graphql>=1.8.0
google-cloud-bigtable>=2.0.0
pandas~=2.1.4
giturlparse

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
opentelemetry-exporter-otlp==1.37.0
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
cramjam~=2.7
sqlalchemy-pgspider
croniter<3
pytest-cov
avro<1.12,>=1.11.4
psycopg2-binary
google-cloud-storage>=1.43.0
requests<3,>=2.31.0
trino[sqlalchemy]
cx_Oracle<9,>=8.3.0
pyarrow~=16.0
fastavro>=1.2.0
oracledb~=1.2
collate-data-diff[mssql]
databricks-sql-connector>=4.0.0
mypy-boto3-glue
gcsfs~=2026.3
numpy<2
scikit-learn<2,>=1.3
exasol-integration-test-docker-environment<4,>=3.1.0
databricks-sdk~=0.20.0
google-cloud-datacatalog>=3.6.2
clickhouse-sqlalchemy>=0.3
kafka-python==2.0.2
confluent_kafka<=2.6.1,>=2.1.1
boto3-stubs
kafka-connect-py==0.10.11
opensearch-py~=2.4.0
pydomo~=0.3
sqlalchemy-pytds~=0.3
tableauserverclient==0.40
elasticsearch8~=8.9.0
collate-data-diff[oracle]
teradatasqlalchemy==20.0.0.2
asammdf~=7.4.5
collate-data-diff[clickhouse]
minio==7.2.5
snowflake-sqlalchemy>=1.8.0
protobuf>=5.29.6
validators~=0.22.0
locust~=2.32.0
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
google-cloud-logging
faker==37.1.0
sqlalchemy_exasol<7,>=6
python-liquid
pymysql~=1.0
delta-spark<4.0.0,>=3.0.0
aiobotocore~=2.26.0
pyathena~=3.25.0
factory-boy~=3.3.3
apache-airflow==3.2.1
collate-dbt-artifacts-parser
pyspark==3.5.6
pytest-order
cassandra-driver>=3.28.0
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
neo4j~=5.3
pymongo~=4.3
GeoAlchemy2~=0.12
presidio-analyzer==2.2.358
lkml~=1.3
pytest==7.0.1
deltalake<0.20,>=0.19.0
coverage
mlflow-skinny<3.13,>=3.11.1
collate-data-diff[mysql]
freezegun
sqlalchemy-cockroachdb~=2.0
dirty-equals
pyhive[hive_pure_sasl]~=0.7
great-expectations~=0.18.0
boto3~=1.41.5
spacy<3.8
google-cloud-monitoring>=2.0.0
pytest-xdist~=3.5
dagster_graphql>=1.8.0
google-cloud-bigtable>=2.0.0
pandas~=2.1.4
giturlparse

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

[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
