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

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

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

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

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

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

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

[gcs]
pyarrow<26,>=23.0.1
google-cloud-storage>=1.43.0
rarfile~=4.2
pandas~=2.1.4
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]
psycopg2-binary
GeoAlchemy2~=0.12
pymysql~=1.0
packaging

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

[s3]
rarfile~=4.2
pandas~=2.1.4
pyarrow<26,>=23.0.1
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
avro<1.12,>=1.11.4
spacy<3.8

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
