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

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

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

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[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
py7zr~=1.1.0
rarfile~=4.2
pandas~=2.1.4

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
lkml~=1.3
giturlparse
gitpython~=3.1.34
python-liquid
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]
sqlalchemy-pytds~=0.3
collate-data-diff[mssql]

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
