PyJWT>=2.13.0
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
PyYAML~=6.0
idna>=3.15
jaraco.functools<4.2.0
lxml>=6.1.0
cryptography>=48.0.1
mypy_extensions>=0.4.3
google-crc32c
requests>=2.32.4
typing-inspect
memory-profiler
mistune>=3.3.0
email-validator>=2.0
pymysql~=1.0
jaraco.context>=6.1.0
httpx~=0.28.0
python-dateutil>=2.8.1
chardet==4.0.0
kubernetes<36,>=21.0.0
tabulate==0.9.0
Jinja2>=2.11.3
tenacity<10,>=8.0
jsonpatch<2.0,>=1.24
shapely
requests-aws4auth~=1.1
azure-keyvault-secrets
collate-data-diff>=0.11.11
boto3~=1.41.5
google-cloud-secret-manager==2.24.0
pydantic-settings>=2.14.2,~=2.0
antlr4-python3-runtime==4.9.2
cached-property==1.5.2
cachetools
Mako>=1.3.12
azure-identity~=1.12
pydantic<2.12,>=2.7.0,~=2.0
setuptools>=78.1.1
packaging
python-dotenv>=0.19.0
sqlalchemy<3,>=2.0.0
collate-sqllineage>=2.1.4

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

[all]
neo4j~=5.3
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
validators~=0.22.0
thrift<1,>=0.13
sqlalchemy-pytds~=1.0
lxml>=6.1.0
cryptography>=48.0.1
s3fs~=2026.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
adlfs>=2023.1.0
typing-inspect
memory-profiler
elasticsearch8~=8.9.0
collate-data-diff[trino]
requests-ntlm
collate-data-diff[vertica]
pinotdb~=5.0
google-cloud-logging
pydruid>=0.6.5
great-expectations~=1.0
clickhouse-sqlalchemy>=0.3
pymssql~=2.3.9
gitpython>=3.1.50
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
sqlalchemy-redshift~=1.0.0
google-cloud-storage>=1.43.0
spacy<3.8
azure-storage-blob
hdbcli
numpy<2
collate-dbt-artifacts-parser
pyasn1>=0.6.3
websocket-client~=1.6.1
collate-data-diff>=0.11.11
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
cached-property==1.5.2
Mako>=1.3.12
impyla~=0.18.0
azure-identity~=1.12
tenacity<10,>=8.0
collate-sqllineage>=2.1.4
gcsfs~=2026.3
PyJWT>=2.13.0
PyYAML~=6.0
jaraco.functools<4.2.0
snowflake-sqlalchemy>=1.8.0
python-liquid
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
lkml~=1.3
pymongo~=4.3
delta-spark<4.0.0,>=3.0.0
psycopg2-binary
adbc-driver-manager
pymysql~=1.0
collate-data-diff[presto]
rarfile~=4.2
pure-transport==0.2.0
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
jsonpatch<2.0,>=1.24
requests-aws4auth~=1.1
aiobotocore~=2.26.0
azure-keyvault-secrets
pydomo~=0.3
pydantic-settings>=2.14.2,~=2.0
databricks-sqlalchemy~=2.0.9
teradatasqlalchemy==20.0.0.2
python-dotenv>=0.19.0
couchbase~=4.1
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
pyathena~=3.25.0
croniter<3
pyarrow<26,>=23.0.1
mistune>=3.3.0
cassandra-driver>=3.28.0
fastavro>=1.2.0
oracledb~=1.2
collate-data-diff[snowflake]
httpx~=0.28.0
collate-data-diff[mssql]
chardet==4.0.0
opensearch-py~=2.4.0
tabulate==0.9.0
Jinja2>=2.11.3
pyodbc~=5.3.0
scikit-learn<2,>=1.3
shapely
presidio-analyzer==2.2.358
thrift-sasl~=0.4
sqlalchemy_exasol<8,>=7.1.1
cx_Oracle<9,>=8.3.0
antlr4-python3-runtime==4.9.2
cachetools
dagster_graphql>=1.8.0
avro<1.12,>=1.11.4
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
google-cloud-pubsub>=2.0.0
impyla[kerberos]~=0.18.0
adbc-driver-flightsql
collate-data-diff[oracle]
google-cloud
grpcio-tools>=1.47.2
protobuf>=5.29.6
giturlparse
idna>=3.15
authlib>=1.6.9
azure-storage-blob~=12.14
sqlalchemy-bigquery>=1.15.0
mypy_extensions>=0.4.3
presto-types-parser>=0.0.2
trino[sqlalchemy]
google-crc32c
clickhouse-driver~=0.2
requests>=2.32.4
iomete-sqlalchemy>=1.0.22
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
pyspark==3.5.6
google-cloud-monitoring>=2.0.0
email-validator>=2.0
kafka-connect-py==0.10.11
pandas~=2.1.4
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
deltalake<0.20,>=0.19.0
python-dateutil>=2.8.1
asammdf~=7.4.5
ijson~=3.4
sqlalchemy-cockroachdb~=2.0
simple_salesforce~=1.11
pure-sasl
msal~=1.2
boto3~=1.41.5
google-cloud-secret-manager==2.24.0
google-cloud-bigtable>=2.0.0
py7zr~=1.1.0
pydantic<2.12,>=2.7.0,~=2.0
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
setuptools>=78.1.1
packaging
sqlalchemy-hana

[all-dev-env]
neo4j~=5.3
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
validators~=0.22.0
thrift<1,>=0.13
sqlalchemy-pytds~=1.0
lxml>=6.1.0
cryptography>=48.0.1
s3fs~=2026.3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
adlfs>=2023.1.0
typing-inspect
memory-profiler
elasticsearch8~=8.9.0
collate-data-diff[trino]
requests-ntlm
collate-data-diff[vertica]
pinotdb~=5.0
google-cloud-logging
pydruid>=0.6.5
great-expectations~=1.0
clickhouse-sqlalchemy>=0.3
gitpython>=3.1.50
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
sqlalchemy-redshift~=1.0.0
google-cloud-storage>=1.43.0
spacy<3.8
azure-storage-blob
hdbcli
numpy<2
collate-dbt-artifacts-parser
pyasn1>=0.6.3
websocket-client~=1.6.1
collate-data-diff>=0.11.11
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
cached-property==1.5.2
Mako>=1.3.12
impyla~=0.18.0
azure-identity~=1.12
tenacity<10,>=8.0
collate-sqllineage>=2.1.4
gcsfs~=2026.3
PyJWT>=2.13.0
PyYAML~=6.0
jaraco.functools<4.2.0
snowflake-sqlalchemy>=1.8.0
python-liquid
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
lkml~=1.3
pymongo~=4.3
delta-spark<4.0.0,>=3.0.0
psycopg2-binary
adbc-driver-manager
pymysql~=1.0
collate-data-diff[presto]
rarfile~=4.2
pure-transport==0.2.0
kubernetes<36,>=21.0.0
google-cloud-datacatalog>=3.6.2
jsonpatch<2.0,>=1.24
requests-aws4auth~=1.1
aiobotocore~=2.26.0
azure-keyvault-secrets
pydomo~=0.3
pydantic-settings>=2.14.2,~=2.0
databricks-sqlalchemy~=2.0.9
teradatasqlalchemy==20.0.0.2
python-dotenv>=0.19.0
couchbase~=4.1
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
pyathena~=3.25.0
croniter<3
pyarrow<26,>=23.0.1
mistune>=3.3.0
cassandra-driver>=3.28.0
fastavro>=1.2.0
oracledb~=1.2
collate-data-diff[snowflake]
httpx~=0.28.0
collate-data-diff[mssql]
chardet==4.0.0
opensearch-py~=2.4.0
tabulate==0.9.0
Jinja2>=2.11.3
pyodbc~=5.3.0
scikit-learn<2,>=1.3
shapely
presidio-analyzer==2.2.358
thrift-sasl~=0.4
sqlalchemy_exasol<8,>=7.1.1
cx_Oracle<9,>=8.3.0
antlr4-python3-runtime==4.9.2
cachetools
dagster_graphql>=1.8.0
avro<1.12,>=1.11.4
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
google-cloud-pubsub>=2.0.0
impyla[kerberos]~=0.18.0
adbc-driver-flightsql
collate-data-diff[oracle]
google-cloud
grpcio-tools>=1.47.2
protobuf>=5.29.6
giturlparse
idna>=3.15
authlib>=1.6.9
azure-storage-blob~=12.14
sqlalchemy-bigquery>=1.15.0
mypy_extensions>=0.4.3
presto-types-parser>=0.0.2
trino[sqlalchemy]
google-crc32c
clickhouse-driver~=0.2
requests>=2.32.4
iomete-sqlalchemy>=1.0.22
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
pyspark==3.5.6
google-cloud-monitoring>=2.0.0
email-validator>=2.0
kafka-connect-py==0.10.11
pandas~=2.1.4
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
deltalake<0.20,>=0.19.0
python-dateutil>=2.8.1
asammdf~=7.4.5
ijson~=3.4
sqlalchemy-cockroachdb~=2.0
simple_salesforce~=1.11
pure-sasl
msal~=1.2
boto3~=1.41.5
google-cloud-secret-manager==2.24.0
google-cloud-bigtable>=2.0.0
py7zr~=1.1.0
pydantic<2.12,>=2.7.0,~=2.0
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
setuptools>=78.1.1
packaging
sqlalchemy-hana

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyasn1>=0.6.3
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

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

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

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

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

[db2-ibmi]

[dbt]
google-cloud
boto3~=1.41.5
google-cloud-storage>=1.43.0
azure-identity~=1.12
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]
uvloop==0.21.0
build
boto3-stubs
scipy-stubs
grpcio-tools>=1.47.2
types-requests
google-auth-stubs
spacy<3.8
twine
sqlalchemy-bigquery>=1.15.0
nox
presidio-analyzer==2.2.358
datamodel-code-generator==0.25.6
pandas-stubs~=2.1.4
basedpyright==1.39.3
google-api-python-client-stubs
pre-commit
ruff~=0.15.12
avro<1.12,>=1.11.4
mypy-boto3-glue

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4
pytest-playwright
pytest-base-url
sqlalchemy_exasol<8,>=7.1.1

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0

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

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
gitpython>=3.1.50
looker-sdk!=24.18.0,>=22.20.0
lkml~=1.3
giturlparse
python-liquid

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

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

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=1.0

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

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
GeoAlchemy2~=0.12
apache-airflow-providers-elasticsearch>=6.5.3
google-cloud
grpcio-tools>=1.47.2
protobuf>=5.29.6
snowflake-sqlalchemy>=1.8.0
cramjam~=2.7
s3fs~=2026.3
azure-storage-blob~=12.14
starlette>=0.49.1
sqlalchemy-bigquery>=1.15.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pytest-base-url
collate-data-diff[mysql]
confluent_kafka<=2.6.1,>=2.1.1
mlflow-skinny<3.15,>=3.13.0
python-multipart>=0.0.31
pyarrow<26,>=23.0.1
apache-airflow-providers-opensearch>=1.9.1
avro<1.12,>=1.11.4
luigi<=3.6.0,>=2.8.4
Werkzeug>=3.0.6
google-cloud-logging
psycopg2-binary
fastavro>=1.2.0
collate-data-diff[snowflake]
pandas~=2.1.4
pymysql~=1.0
sqlalchemy-redshift~=1.0.0
asammdf~=7.4.5
tornado>=6.5.7
google-cloud-storage>=1.43.0
ijson~=3.4
google-cloud-datacatalog>=3.6.2
numpy<2
collate-dbt-artifacts-parser
apache-airflow-providers-http>=6.0.0
presidio-analyzer==2.2.358
opentelemetry-exporter-otlp==1.37.0
aiobotocore~=2.26.0
apache-airflow==3.2.2
pytest-playwright
sqlalchemy_exasol<8,>=7.1.1
exasol-integration-test-docker-environment<7,>=6.0.0
boto3~=1.41.5
azure-identity~=1.12
packaging
attrs

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
spacy<3.8
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]
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
neo4j~=5.3
importlib-metadata>=4.13.0
dbt-extractor>=0.5.0
validators~=0.22.0
pyathena~=3.25.0
thrift<1,>=0.13
sqlalchemy-pytds~=1.0
lxml>=6.1.0
cryptography>=48.0.1
s3fs~=2026.3
croniter<3
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
adlfs>=2023.1.0
typing-inspect
pyarrow<26,>=23.0.1
memory-profiler
elasticsearch8~=8.9.0
collate-data-diff[trino]
requests-ntlm
collate-data-diff[vertica]
mistune>=3.3.0
cassandra-driver>=3.28.0
google-cloud-logging
fastavro>=1.2.0
oracledb~=1.2
pinotdb~=5.0
pydruid>=0.6.5
great-expectations~=1.0
clickhouse-sqlalchemy>=0.3
pymssql~=2.3.9
httpx~=0.28.0
collate-data-diff[snowflake]
gitpython>=3.1.50
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
collate-data-diff[mssql]
chardet==4.0.0
sqlalchemy-redshift~=1.0.0
google-cloud-storage>=1.43.0
spacy<3.8
opensearch-py~=2.4.0
tabulate==0.9.0
azure-storage-blob
Jinja2>=2.11.3
hdbcli
numpy<2
pyodbc~=5.3.0
collate-dbt-artifacts-parser
shapely
presidio-analyzer==2.2.358
pyasn1>=0.6.3
websocket-client~=1.6.1
thrift-sasl~=0.4
sqlalchemy_exasol<8,>=7.1.1
cx_Oracle<9,>=8.3.0
collate-data-diff>=0.11.11
google-api-python-client>=2.0.0
databricks-sql-connector>=4.0.0
antlr4-python3-runtime==4.9.2
cached-property==1.5.2
cachetools
Mako>=1.3.12
azure-identity~=1.12
dagster_graphql>=1.8.0
impyla~=0.18.0
avro<1.12,>=1.11.4
tableauserverclient==0.40
tenacity<10,>=8.0
sqlalchemy<3,>=2.0.0
collate-sqllineage>=2.1.4
gcsfs~=2026.3
impyla[kerberos]~=0.18.0
adbc-driver-flightsql
google-cloud-pubsub>=2.0.0
PyJWT>=2.13.0
collate-data-diff[oracle]
google-cloud
grpcio-tools>=1.47.2
protobuf>=5.29.6
PyYAML~=6.0
giturlparse
idna>=3.15
jaraco.functools<4.2.0
snowflake-sqlalchemy>=1.8.0
authlib>=1.6.9
python-liquid
cramjam~=2.7
azure-storage-blob~=12.14
sqlalchemy-bigquery>=1.15.0
mypy_extensions>=0.4.3
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
presto-types-parser>=0.0.2
trino[sqlalchemy]
google-crc32c
clickhouse-driver~=0.2
requests>=2.32.4
iomete-sqlalchemy>=1.0.22
mlflow-skinny<3.15,>=3.13.0
lkml~=1.3
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
pymongo~=4.3
psycopg2-binary
email-validator>=2.0
google-cloud-monitoring>=2.0.0
pandas~=2.1.4
kafka-connect-py==0.10.11
adbc-driver-manager
pymysql~=1.0
jaraco.context>=6.1.0
looker-sdk!=24.18.0,>=22.20.0
deltalake<0.20,>=0.19.0
python-dateutil>=2.8.1
collate-data-diff[presto]
asammdf~=7.4.5
rarfile~=4.2
pure-transport==0.2.0
kubernetes<36,>=21.0.0
ijson~=3.4
google-cloud-datacatalog>=3.6.2
sqlalchemy-cockroachdb~=2.0
jsonpatch<2.0,>=1.24
simple_salesforce~=1.11
pure-sasl
requests-aws4auth~=1.1
aiobotocore~=2.26.0
azure-keyvault-secrets
msal~=1.2
pydomo~=0.3
boto3~=1.41.5
google-cloud-secret-manager==2.24.0
databricks-sqlalchemy~=2.0.9
pydantic-settings>=2.14.2,~=2.0
google-cloud-bigtable>=2.0.0
py7zr~=1.1.0
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
ndg-httpsclient~=0.5.1
databricks-sdk~=0.20.0
setuptools>=78.1.1
packaging
python-dotenv>=0.19.0
couchbase~=4.1
sqlalchemy-hana

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
neo4j~=5.3
validators~=0.22.0
sqlalchemy-pytds~=1.0
s3fs~=2026.3
elasticsearch8~=8.9.0
collate-data-diff[vertica]
google-cloud-logging
minio==7.2.5
clickhouse-sqlalchemy>=0.3
collate-data-diff[clickhouse]
spacy<3.8
google-cloud-storage>=1.43.0
numpy<2
collate-dbt-artifacts-parser
exasol-integration-test-docker-environment<7,>=6.0.0
databricks-sql-connector>=4.0.0
gcsfs~=2026.3
snowflake-sqlalchemy>=1.8.0
python-liquid
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
lkml~=1.3
dirty-equals
pymongo~=4.3
delta-spark<4.0.0,>=3.0.0
pytest-order
psycopg2-binary
pymysql~=1.0
pytest-cov
google-cloud-datacatalog>=3.6.2
aiobotocore~=2.26.0
pydomo~=0.3
teradatasqlalchemy==20.0.0.2
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
freezegun
pyathena~=3.25.0
croniter<3
pyarrow<26,>=23.0.1
testcontainers~=4.8.0
cassandra-driver>=3.28.0
fastavro>=1.2.0
oracledb~=1.2
boto3-stubs
collate-data-diff[mssql]
requests<3,>=2.32.4
opensearch-py~=2.4.0
locust~=2.32.0
scikit-learn<2,>=1.3
presidio-analyzer==2.2.358
opentelemetry-exporter-otlp==1.37.0
faker==37.1.0
cx_Oracle<9,>=8.3.0
sqlalchemy_exasol<8,>=7.1.1
dagster_graphql>=1.8.0
avro<1.12,>=1.11.4
tableauserverclient==0.40
collate-data-diff[oracle]
grpcio-tools>=1.47.2
protobuf>=5.29.6
factory-boy~=3.3.3
giturlparse
sqlalchemy-bigquery>=1.15.0
trino[sqlalchemy]
clickhouse-driver~=0.2
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
pytest==7.0.1
sqlalchemy-pgspider
luigi<=3.6.0,>=2.8.4
pyspark==3.5.6
google-cloud-monitoring>=2.0.0
kafka-connect-py==0.10.11
mypy-boto3-glue
pandas~=2.1.4
looker-sdk!=24.18.0,>=22.20.0
deltalake<0.20,>=0.19.0
asammdf~=7.4.5
pytest-xdist~=3.5
ijson~=3.4
sqlalchemy-cockroachdb~=2.0
apache-airflow==3.2.2
coverage
boto3~=1.41.5
google-cloud-bigtable>=2.0.0
kafka-python==2.0.2
skops
great-expectations~=0.18.0
databricks-sdk~=0.20.0

[test-unit]
faker==37.1.0
sqlalchemy_exasol<8,>=7.1.1
pytest-cov
factory-boy~=3.3.3
pytest-rerunfailures
testcontainers
teradatasqlalchemy==20.0.0.2
dirty-equals
pytest==7.0.1
pytest-order

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

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