python-dotenv>=0.19.0
requests>=2.23
packaging
google-cloud-secret-manager==2.24.0
collate-sqllineage==2.1.4
jaraco.context>=6.1.0
shapely
jsonpatch<2.0,>=1.24
mistune>=3.3.0
boto3~=1.41.5
antlr4-python3-runtime==4.9.2
chardet==4.0.0
google-crc32c
importlib-metadata>=4.13.0
cachetools
Jinja2>=2.11.3
requests-aws4auth~=1.1
cryptography>=48.0.1
tabulate==0.9.0
cached-property==1.5.2
jaraco.functools<4.2.0
PyYAML~=6.0
collate-data-diff>=0.11.15
lxml>=6.1.0
pydantic-settings>=2.14.2,~=2.0
httpx~=0.28.0
typing-inspect
azure-keyvault-secrets
email-validator>=2.0
tenacity<10,>=8.0
setuptools>=78.1.1
idna>=3.15
sqlalchemy<3,>=2.0.0
kubernetes<36,>=21.0.0
memory-profiler
Mako>=1.3.12
python-dateutil>=2.8.1
PyJWT>=2.13.0
pydantic<2.12,>=2.7.0,~=2.0
mypy_extensions>=0.4.3
dbt-extractor>=0.5.0
pymysql~=1.0
azure-identity~=1.12

[airflow]
Werkzeug>=3.0.6
attrs
starlette>=0.49.1
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
opentelemetry-exporter-otlp==1.37.0
tornado>=6.5.7
apache-airflow-providers-http>=6.0.0
python-multipart>=0.0.31
apache-airflow==3.3.0

[all]
python-dotenv>=0.19.0
google-cloud-secret-manager==2.24.0
pyathena~=3.25.0
gitpython~=3.1.34
msal~=1.2
importlib-metadata>=4.13.0
collate-data-diff[presto]
thrift<1,>=0.24.0
google-cloud-logging
collate-data-diff[mysql]
s3fs~=2026.3
looker-sdk!=24.18.0,>=22.20.0
httpx~=0.28.0
deltalake<0.20,>=0.19.0
typing-inspect
fastavro>=1.2.0
pure-sasl
adlfs>=2023.1.0
PyJWT>=2.13.0
pyarrow<26,>=23.0.1
collate-data-diff[snowflake]
collate-data-diff[clickhouse]
asammdf~=7.4.5
pydomo~=0.3
presto-types-parser>=0.0.2
databricks-sdk~=0.20.0
sqlalchemy-bigquery>=1.15.0
pyspark==3.5.6
jaraco.context>=6.1.0
dagster_graphql>=1.8.0
pandas~=2.1.4
GeoAlchemy2~=0.12
validators~=0.22.0
google-crc32c
cachetools
scikit-learn<2,>=1.3
requests-aws4auth~=1.1
cassandra-driver>=3.28.0
pinotdb~=5.0
azure-storage-blob
clickhouse-sqlalchemy>=0.3
great-expectations~=1.0
jaraco.functools<4.2.0
gcsfs~=2026.3
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mssql]
PyYAML~=6.0
opensearch-py~=2.4.0
adbc-driver-manager
spacy<3.8
lxml>=6.1.0
pydantic-settings>=2.14.2,~=2.0
couchbase~=4.1
elasticsearch8~=8.9.0
google-cloud
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
email-validator>=2.0
trino[sqlalchemy]
sqlalchemy<3,>=2.0.0
oracledb~=1.2
sqlalchemy_exasol<7,>=6
pydruid>=0.6.5
memory-profiler
google-cloud-pubsub>=2.0.0
pyOpenSSL>=26.0.0
pydantic<2.12,>=2.7.0,~=2.0
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1
pymysql~=1.0
impyla~=0.24.0
pyodbc~=5.3.0
collate-data-diff[vertica]
neo4j~=5.3
ijson~=3.4
cx_Oracle<9,>=8.3.0
thrift-sasl~=0.4
python-liquid
hdbcli
croniter<3
simple_salesforce~=1.11
antlr4-python3-runtime==4.9.2
impyla[kerberos]~=0.24.0
collate-data-diff[trino]
google-cloud-storage>=1.43.0
chardet==4.0.0
Jinja2>=2.11.3
pyasn1>=0.6.3
cryptography>=48.0.1
tabulate==0.9.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
py7zr~=1.1.0
adbc-driver-flightsql
teradatasqlalchemy==20.0.0.2
collate-data-diff>=0.11.15
sqlalchemy-pytds~=0.3
setuptools>=78.1.1
giturlparse
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
Mako>=1.3.12
exasol-integration-test-docker-environment<4,>=3.1.0
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-cockroachdb~=2.0
mypy_extensions>=0.4.3
numpy<2
databricks-sqlalchemy~=2.0.9
azure-identity~=1.12
snowflake-sqlalchemy>=1.8.0
collate-data-diff[oracle]
requests>=2.23
packaging
collate-sqllineage==2.1.4
requests-ntlm
aiobotocore~=2.26.0
shapely
jsonpatch<2.0,>=1.24
mistune>=3.3.0
boto3~=1.41.5
cramjam~=2.7
sqlalchemy-hana
pyhive[hive_pure_sasl]~=0.7
google-api-python-client>=2.0.0
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
sqlalchemy-redshift~=1.0.0
cached-property==1.5.2
psycopg2-binary
google-cloud-bigtable>=2.0.0
delta-spark<4.0.0,>=3.0.0
tableauserverclient==0.40
authlib>=1.6.9
rarfile~=4.2
websocket-client~=1.6.1
azure-keyvault-secrets
tenacity<10,>=8.0
idna>=3.15
protobuf>=5.29.6
presidio-analyzer==2.2.358
pymongo~=4.3
grpcio-tools>=1.47.2
kubernetes<36,>=21.0.0
databricks-sql-connector>=4.0.0
iomete-sqlalchemy>=1.0.22
python-dateutil>=2.8.1
lkml~=1.3
google-cloud-datacatalog>=3.6.2
pymssql~=2.3.9
dbt-extractor>=0.5.0
pure-transport==0.2.0

[all-dev-env]
python-dotenv>=0.19.0
google-cloud-secret-manager==2.24.0
pyathena~=3.25.0
gitpython~=3.1.34
msal~=1.2
importlib-metadata>=4.13.0
collate-data-diff[presto]
thrift<1,>=0.24.0
google-cloud-logging
collate-data-diff[mysql]
s3fs~=2026.3
looker-sdk!=24.18.0,>=22.20.0
httpx~=0.28.0
deltalake<0.20,>=0.19.0
typing-inspect
fastavro>=1.2.0
pure-sasl
adlfs>=2023.1.0
PyJWT>=2.13.0
pyarrow<26,>=23.0.1
collate-data-diff[snowflake]
collate-data-diff[clickhouse]
asammdf~=7.4.5
pydomo~=0.3
presto-types-parser>=0.0.2
databricks-sdk~=0.20.0
sqlalchemy-bigquery>=1.15.0
pyspark==3.5.6
jaraco.context>=6.1.0
dagster_graphql>=1.8.0
pandas~=2.1.4
GeoAlchemy2~=0.12
validators~=0.22.0
google-crc32c
cachetools
scikit-learn<2,>=1.3
requests-aws4auth~=1.1
cassandra-driver>=3.28.0
pinotdb~=5.0
azure-storage-blob
clickhouse-sqlalchemy>=0.3
great-expectations~=1.0
jaraco.functools<4.2.0
gcsfs~=2026.3
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mssql]
PyYAML~=6.0
opensearch-py~=2.4.0
adbc-driver-manager
spacy<3.8
lxml>=6.1.0
pydantic-settings>=2.14.2,~=2.0
couchbase~=4.1
elasticsearch8~=8.9.0
google-cloud
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
email-validator>=2.0
trino[sqlalchemy]
sqlalchemy<3,>=2.0.0
oracledb~=1.2
sqlalchemy_exasol<7,>=6
pydruid>=0.6.5
memory-profiler
google-cloud-pubsub>=2.0.0
pyOpenSSL>=26.0.0
pydantic<2.12,>=2.7.0,~=2.0
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1
pymysql~=1.0
impyla~=0.24.0
pyodbc~=5.3.0
collate-data-diff[vertica]
neo4j~=5.3
ijson~=3.4
cx_Oracle<9,>=8.3.0
thrift-sasl~=0.4
python-liquid
hdbcli
croniter<3
simple_salesforce~=1.11
antlr4-python3-runtime==4.9.2
impyla[kerberos]~=0.24.0
collate-data-diff[trino]
google-cloud-storage>=1.43.0
chardet==4.0.0
Jinja2>=2.11.3
pyasn1>=0.6.3
cryptography>=48.0.1
tabulate==0.9.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
py7zr~=1.1.0
adbc-driver-flightsql
teradatasqlalchemy==20.0.0.2
collate-data-diff>=0.11.15
sqlalchemy-pytds~=0.3
setuptools>=78.1.1
giturlparse
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
Mako>=1.3.12
exasol-integration-test-docker-environment<4,>=3.1.0
mlflow-skinny<3.15,>=3.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-cockroachdb~=2.0
mypy_extensions>=0.4.3
numpy<2
databricks-sqlalchemy~=2.0.9
azure-identity~=1.12
snowflake-sqlalchemy>=1.8.0
collate-data-diff[oracle]
requests>=2.23
packaging
collate-sqllineage==2.1.4
requests-ntlm
aiobotocore~=2.26.0
shapely
jsonpatch<2.0,>=1.24
mistune>=3.3.0
boto3~=1.41.5
cramjam~=2.7
sqlalchemy-hana
pyhive[hive_pure_sasl]~=0.7
google-api-python-client>=2.0.0
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
sqlalchemy-redshift~=1.0.0
cached-property==1.5.2
psycopg2-binary
google-cloud-bigtable>=2.0.0
delta-spark<4.0.0,>=3.0.0
tableauserverclient==0.40
authlib>=1.6.9
rarfile~=4.2
websocket-client~=1.6.1
azure-keyvault-secrets
tenacity<10,>=8.0
idna>=3.15
protobuf>=5.29.6
presidio-analyzer==2.2.358
pymongo~=4.3
grpcio-tools>=1.47.2
kubernetes<36,>=21.0.0
databricks-sql-connector>=4.0.0
iomete-sqlalchemy>=1.0.22
python-dateutil>=2.8.1
lkml~=1.3
google-cloud-datacatalog>=3.6.2
dbt-extractor>=0.5.0
pure-transport==0.2.0

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

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

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

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

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

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

[db2-ibmi]

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

[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]
pylint~=3.2.0
grpcio-tools>=1.47.2
spacy<3.8
pre-commit
twine
sqlalchemy-bigquery>=1.15.0
avro<1.12,>=1.11.4
boto3-stubs
black==22.3.0
build
uvloop==0.21.0
isort
mypy-boto3-glue
basedpyright~=1.39.0
nox
datamodel-code-generator==0.64.0
pycln
presidio-analyzer==2.2.358

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

[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
psycopg2-binary
packaging
pymysql~=1.0

[hive]
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
thrift-sasl~=0.4
impyla~=0.24.0
pure-sasl
thrift<1,>=0.24.0
pure-transport==0.2.0

[impala]
presto-types-parser>=0.0.2
thrift<1,>=0.24.0
thrift-sasl~=0.4
pure-sasl
impyla[kerberos]~=0.24.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.1.4

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
snowflake-sqlalchemy>=1.8.0
asammdf~=7.4.5
Werkzeug>=3.0.6
ijson~=3.4
packaging
sqlalchemy-bigquery>=1.15.0
attrs
apache-airflow-providers-elasticsearch>=6.5.3
aiobotocore~=2.26.0
boto3~=1.41.5
cramjam~=2.7
pandas~=2.1.4
GeoAlchemy2~=0.12
google-cloud-storage>=1.43.0
avro<1.12,>=1.11.4
sqlalchemy-redshift~=1.0.0
apache-airflow-providers-opensearch>=1.9.1
pytest-playwright
pymysql~=1.0
python-multipart>=0.0.31
confluent_kafka<=2.6.1,>=2.1.1
psycopg2-binary
collate-data-diff[mysql]
google-cloud-logging
s3fs~=2026.3
google-cloud
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
fastavro>=1.2.0
tornado>=6.5.7
apache-airflow-providers-http>=6.0.0
protobuf>=5.29.6
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
collate-dbt-artifacts-parser
mlflow-skinny<3.15,>=3.13.0
pytest-base-url
google-cloud-datacatalog>=3.6.2
starlette>=0.49.1
pyarrow<26,>=23.0.1
azure-storage-blob~=12.14
numpy<2
opentelemetry-exporter-otlp==1.37.0
collate-data-diff[snowflake]
azure-identity~=1.12
apache-airflow==3.3.0

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
collate-data-diff[presto]
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]
grpcio-tools>=1.47.2
fastavro>=1.2.0
avro<1.12,>=1.11.4
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
neo4j~=5.3
python-dotenv>=0.19.0
ijson~=3.4
cx_Oracle<9,>=8.3.0
google-cloud-secret-manager==2.24.0
thrift-sasl~=0.4
pyathena~=3.25.0
python-liquid
hdbcli
croniter<3
simple_salesforce~=1.11
antlr4-python3-runtime==4.9.2
impyla[kerberos]~=0.24.0
gitpython~=3.1.34
google-cloud-storage>=1.43.0
chardet==4.0.0
collate-data-diff[trino]
msal~=1.2
importlib-metadata>=4.13.0
Jinja2>=2.11.3
pyasn1>=0.6.3
collate-data-diff[presto]
cryptography>=48.0.1
tabulate==0.9.0
thrift<1,>=0.24.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
py7zr~=1.1.0
google-cloud-logging
adbc-driver-flightsql
collate-data-diff[mysql]
s3fs~=2026.3
teradatasqlalchemy==20.0.0.2
collate-data-diff>=0.11.15
looker-sdk!=24.18.0,>=22.20.0
httpx~=0.28.0
sqlalchemy-pytds~=0.3
deltalake<0.20,>=0.19.0
typing-inspect
fastavro>=1.2.0
setuptools>=78.1.1
pure-sasl
giturlparse
adlfs>=2023.1.0
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
Mako>=1.3.12
exasol-integration-test-docker-environment<4,>=3.1.0
mlflow-skinny<3.15,>=3.13.0
PyJWT>=2.13.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-cockroachdb~=2.0
pyarrow<26,>=23.0.1
mypy_extensions>=0.4.3
numpy<2
databricks-sqlalchemy~=2.0.9
collate-data-diff[snowflake]
azure-identity~=1.12
collate-data-diff[vertica]
collate-data-diff[clickhouse]
snowflake-sqlalchemy>=1.8.0
asammdf~=7.4.5
pydomo~=0.3
collate-data-diff[oracle]
requests>=2.23
packaging
databricks-sdk~=0.20.0
presto-types-parser>=0.0.2
sqlalchemy-bigquery>=1.15.0
collate-sqllineage==2.1.4
requests-ntlm
aiobotocore~=2.26.0
jaraco.context>=6.1.0
shapely
jsonpatch<2.0,>=1.24
mistune>=3.3.0
boto3~=1.41.5
dagster_graphql>=1.8.0
cramjam~=2.7
pandas~=2.1.4
GeoAlchemy2~=0.12
sqlalchemy-hana
pyhive[hive_pure_sasl]~=0.7
google-api-python-client>=2.0.0
google-crc32c
validators~=0.22.0
google-cloud-monitoring>=2.0.0
cachetools
requests-aws4auth~=1.1
avro<1.12,>=1.11.4
cassandra-driver>=3.28.0
pinotdb~=5.0
azure-storage-blob
clickhouse-sqlalchemy>=0.3
great-expectations~=1.0
cached-property==1.5.2
sqlalchemy-redshift~=1.0.0
jaraco.functools<4.2.0
gcsfs~=2026.3
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mssql]
psycopg2-binary
PyYAML~=6.0
opensearch-py~=2.4.0
adbc-driver-manager
google-cloud-bigtable>=2.0.0
spacy<3.8
lxml>=6.1.0
pydantic-settings>=2.14.2,~=2.0
couchbase~=4.1
tableauserverclient==0.40
authlib>=1.6.9
elasticsearch8~=8.9.0
google-cloud
rarfile~=4.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
websocket-client~=1.6.1
azure-keyvault-secrets
email-validator>=2.0
tenacity<10,>=8.0
trino[sqlalchemy]
idna>=3.15
sqlalchemy<3,>=2.0.0
protobuf>=5.29.6
oracledb~=1.2
sqlalchemy_exasol<7,>=6
presidio-analyzer==2.2.358
pymongo~=4.3
grpcio-tools>=1.47.2
kubernetes<36,>=21.0.0
memory-profiler
databricks-sql-connector>=4.0.0
python-dateutil>=2.8.1
pydruid>=0.6.5
iomete-sqlalchemy>=1.0.22
google-cloud-pubsub>=2.0.0
lkml~=1.3
google-cloud-datacatalog>=3.6.2
pyOpenSSL>=26.0.0
pydantic<2.12,>=2.7.0,~=2.0
pymssql~=2.3.9
azure-storage-blob~=12.14
ndg-httpsclient~=0.5.1
dbt-extractor>=0.5.0
pymysql~=1.0
impyla~=0.24.0
pyodbc~=5.3.0
pure-transport==0.2.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
pyathena~=3.25.0
pytest-xdist~=3.5
google-cloud-logging
collate-data-diff[mysql]
s3fs~=2026.3
looker-sdk!=24.18.0,>=22.20.0
deltalake<0.20,>=0.19.0
fastavro>=1.2.0
pyarrow<26,>=23.0.1
collate-data-diff[clickhouse]
asammdf~=7.4.5
pydomo~=0.3
databricks-sdk~=0.20.0
sqlalchemy-bigquery>=1.15.0
requests<3,>=2.31.0
minio==7.2.5
pyspark==3.5.6
pytest==7.0.1
dagster_graphql>=1.8.0
pandas~=2.1.4
GeoAlchemy2~=0.12
factory-boy~=3.3.3
validators~=0.22.0
scikit-learn<2,>=1.3
cassandra-driver>=3.28.0
clickhouse-sqlalchemy>=0.3
locust~=2.32.0
gcsfs~=2026.3
collate-data-diff[mssql]
confluent_kafka<=2.6.1,>=2.1.1
opensearch-py~=2.4.0
spacy<3.8
elasticsearch8~=8.9.0
trino[sqlalchemy]
oracledb~=1.2
sqlalchemy_exasol<7,>=6
freezegun
opentelemetry-exporter-otlp==1.37.0
pymysql~=1.0
apache-airflow==3.3.0
neo4j~=5.3
ijson~=3.4
cx_Oracle<9,>=8.3.0
python-liquid
croniter<3
google-cloud-storage>=1.43.0
great-expectations~=0.18.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
teradatasqlalchemy==20.0.0.2
sqlalchemy-pytds~=0.3
giturlparse
clickhouse-driver~=0.2
collate-dbt-artifacts-parser
mlflow-skinny<3.15,>=3.13.0
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-cockroachdb~=2.0
coverage
pytest-order
mypy-boto3-glue
numpy<2
snowflake-sqlalchemy>=1.8.0
collate-data-diff[oracle]
kafka-python==2.0.2
pytest-cov
aiobotocore~=2.26.0
boto3~=1.41.5
cramjam~=2.7
pyhive[hive_pure_sasl]~=0.7
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
psycopg2-binary
google-cloud-bigtable>=2.0.0
skops
delta-spark<4.0.0,>=3.0.0
tableauserverclient==0.40
dirty-equals
protobuf>=5.29.6
presidio-analyzer==2.2.358
pymongo~=4.3
grpcio-tools>=1.47.2
databricks-sql-connector>=4.0.0
lkml~=1.3
faker==37.1.0
boto3-stubs
google-cloud-datacatalog>=3.6.2

[test-unit]
factory-boy~=3.3.3
testcontainers
exasol-integration-test-docker-environment<4,>=3.1.0
teradatasqlalchemy==20.0.0.2
faker==37.1.0
pytest-order
sqlalchemy_exasol<7,>=6
pytest-cov
dirty-equals
pytest==7.0.1
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]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
