packaging
idna>=3.15
python-dotenv>=0.19.0
google-crc32c
collate-sqllineage==2.1.7
dbt-extractor>=0.5.0
jaraco.context>=6.1.0
Mako>=1.3.12
python-dateutil>=2.8.1
azure-keyvault-secrets
boto3~=1.41.5
importlib-metadata>=4.13.0
google-cloud-secret-manager==2.24.0
lxml>=6.1.0
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
cachetools
Jinja2>=3.1.6
cryptography>=48.0.1
pymysql~=1.0
PyYAML~=6.0
requests-aws4auth~=1.1
cached-property==1.5.2
pydantic<3,>=2.12.5
sqlalchemy<2.1,>=2.0.0
certifi>=2026.10.19
email-validator>=2.0
memory-profiler
shapely
urllib3>=2.8.0
pydantic-settings>=2.14.2,~=2.0
PyJWT>=2.15.0
mistune>=3.3.3
collate-data-diff>=0.11.17
mypy_extensions>=0.4.3
azure-identity~=1.12
kubernetes<36,>=21.0.0
requests>=2.33.0
tabulate==0.9.0
typing-inspect
chardet==4.0.0
antlr4-python3-runtime==4.9.2
httpx~=0.28.0
tenacity<10,>=8.0
setuptools>=83

[airflow]
apache-airflow==3.3.2
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
elasticsearch<9,>=8.10
Werkzeug>=3.0.6
pygtrie<2.6
attrs
starlette>=0.49.1
opentelemetry-exporter-otlp==1.45.1
python-multipart>=0.0.31
apache-airflow-providers-http>=6.0.0
tornado>=6.5.9

[all]
idna>=3.15
thrift-sasl~=0.4
mlflow-skinny<3.15,>=3.13.0
aiobotocore~=2.26.0
collate-data-diff[presto]
paramiko<6,>=3.5
sqlalchemy-redshift~=1.0.0
s3fs~=2026.3
pydruid>=0.6.5
pyodbc~=5.3.0
simple_salesforce~=1.11
validators~=0.22.0
pymssql~=2.3.9
google-cloud-pubsub>=2.0.0
sqlalchemy-cockroachdb~=2.0
grpcio-tools>=1.47.2
lkml~=1.3
urllib3>=2.8.0
sqlalchemy-pgspider
delta-spark<4.0.0,>=3.0.0
mistune>=3.3.3
collate-data-diff>=0.11.17
google-cloud-logging
adlfs>=2023.1.0
py7zr~=1.1.3
azure-identity~=1.12
GeoAlchemy2~=0.12
tabulate==0.9.0
msal~=1.2
pure-sasl
preshed<3.0.14
chardet==4.0.0
ijson~=3.4
Brotli>=1.2.1
databricks-sdk~=0.20.0
teradatasql>=20.0.0.72
collate-data-diff[vertica]
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
collate-data-diff[snowflake]
Mako>=1.3.12
trino[sqlalchemy]
pyarrow<26,>=23.0.1
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
canmatrix<1.3
collate-data-diff[mysql]
giturlparse
tableauserverclient==0.40
cachetools
pyspark==3.5.6
pymysql~=1.0
kafka-connect-py==0.10.11
requests-aws4auth~=1.1
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
ndg-httpsclient~=0.5.1
sqlalchemy<2.1,>=2.0.0
certifi>=2026.10.19
pandas<3,>=2.2.2
psycopg2-binary
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
requests-ntlm
presidio-analyzer==2.2.358
email-validator>=2.0
teradatasqlalchemy==20.0.0.9
sqlalchemy-pytds~=1.0
python-liquid
gcsfs~=2026.3
requests>=2.33.0
gitpython>=3.2.1
impyla[kerberos]~=0.24.0
numpy<3,>=2
sqlalchemy-vertica[vertica-python]>=0.0.5
hdbcli
antlr4-python3-runtime==4.9.2
httpx~=0.28.0
tenacity<10,>=8.0
setuptools>=83
google-crc32c
dbt-extractor>=0.5.0
python-dateutil>=2.8.1
neo4j~=5.3
boto3~=1.41.5
importlib-metadata>=4.13.0
cramjam~=2.7
deltalake<0.20,>=0.19.0
rarfile~=4.2
lxml>=6.1.0
elasticsearch8~=8.9.0
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
protobuf>=5.29.6
Jinja2>=3.1.6
google-cloud-storage>=1.43.0
scikit-learn<2,>=1.4.2
pinotdb~=5.0
google-api-python-client>=2.0.0
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
clickhouse-driver~=0.2
sqlalchemy-bigquery>=1.15.0
databricks-sql-connector>=4.7.0
memory-profiler
PyJWT>=2.15.0
clickhouse-sqlalchemy>=0.3
google-cloud-monitoring>=2.0.0
pymongo<5,>=4.18.2
collate-data-diff[mssql]
typing-inspect
impyla~=0.24.0
pyasn1>=0.6.3
dagster_graphql>=1.8.0
pure-transport==0.2.0
packaging
collate-data-diff[clickhouse]
azure-storage-blob
jaraco.context>=6.1.0
websocket-client~=1.6.1
sqlalchemy_exasol<8,>=7.1.1
azure-keyvault-secrets
asammdf<8.8,>=8.2
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
avro<1.12,>=1.11.4
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
looker-sdk!=24.18.0,>=22.20.0
cryptography>=48.0.1
couchbase~=4.1
thrift<1,>=0.25.0
pydomo~=0.3
PyYAML~=6.0
pydantic<3,>=2.12.5
pydoris==1.2.0
cassandra-driver>=3.28.0
snowflake-connector-python<5,>=4.7.3
spacy<3.9,>=3.8.2
oracledb~=1.2
google-cloud
azure-storage-blob~=12.14
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
shapely
opensearch-py~=2.4.0
authlib>=1.6.9
pydantic-settings>=2.14.2,~=2.0
databricks-sqlalchemy~=2.0.9
mypy_extensions>=0.4.3
google-cloud-datacatalog>=3.6.2
kubernetes<36,>=21.0.0
collate-dbt-artifacts-parser
collate-data-diff[trino]
confluent_kafka[schemaregistry]<3,>=2.15.0
iomete-sqlalchemy>=1.0.22

[all-dev-env]
idna>=3.15
thrift-sasl~=0.4
mlflow-skinny<3.15,>=3.13.0
aiobotocore~=2.26.0
collate-data-diff[presto]
paramiko<6,>=3.5
sqlalchemy-redshift~=1.0.0
s3fs~=2026.3
pydruid>=0.6.5
pyodbc~=5.3.0
simple_salesforce~=1.11
validators~=0.22.0
google-cloud-pubsub>=2.0.0
sqlalchemy-cockroachdb~=2.0
grpcio-tools>=1.47.2
lkml~=1.3
urllib3>=2.8.0
sqlalchemy-pgspider
delta-spark<4.0.0,>=3.0.0
mistune>=3.3.3
collate-data-diff>=0.11.17
google-cloud-logging
adlfs>=2023.1.0
py7zr~=1.1.3
azure-identity~=1.12
GeoAlchemy2~=0.12
tabulate==0.9.0
msal~=1.2
pure-sasl
preshed<3.0.14
chardet==4.0.0
ijson~=3.4
Brotli>=1.2.1
databricks-sdk~=0.20.0
teradatasql>=20.0.0.72
collate-data-diff[vertica]
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
collate-data-diff[snowflake]
Mako>=1.3.12
trino[sqlalchemy]
pyarrow<26,>=23.0.1
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
canmatrix<1.3
collate-data-diff[mysql]
giturlparse
tableauserverclient==0.40
cachetools
pyspark==3.5.6
pymysql~=1.0
kafka-connect-py==0.10.11
requests-aws4auth~=1.1
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
ndg-httpsclient~=0.5.1
sqlalchemy<2.1,>=2.0.0
certifi>=2026.10.19
pandas<3,>=2.2.2
psycopg2-binary
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
requests-ntlm
presidio-analyzer==2.2.358
email-validator>=2.0
teradatasqlalchemy==20.0.0.9
sqlalchemy-pytds~=1.0
python-liquid
gcsfs~=2026.3
requests>=2.33.0
gitpython>=3.2.1
impyla[kerberos]~=0.24.0
numpy<3,>=2
sqlalchemy-vertica[vertica-python]>=0.0.5
hdbcli
antlr4-python3-runtime==4.9.2
httpx~=0.28.0
tenacity<10,>=8.0
setuptools>=83
google-crc32c
dbt-extractor>=0.5.0
python-dateutil>=2.8.1
neo4j~=5.3
boto3~=1.41.5
importlib-metadata>=4.13.0
cramjam~=2.7
deltalake<0.20,>=0.19.0
rarfile~=4.2
lxml>=6.1.0
elasticsearch8~=8.9.0
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
protobuf>=5.29.6
Jinja2>=3.1.6
google-cloud-storage>=1.43.0
scikit-learn<2,>=1.4.2
pinotdb~=5.0
google-api-python-client>=2.0.0
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
clickhouse-driver~=0.2
sqlalchemy-bigquery>=1.15.0
databricks-sql-connector>=4.7.0
memory-profiler
PyJWT>=2.15.0
clickhouse-sqlalchemy>=0.3
google-cloud-monitoring>=2.0.0
pymongo<5,>=4.18.2
collate-data-diff[mssql]
typing-inspect
impyla~=0.24.0
pyasn1>=0.6.3
dagster_graphql>=1.8.0
pure-transport==0.2.0
packaging
collate-data-diff[clickhouse]
azure-storage-blob
jaraco.context>=6.1.0
websocket-client~=1.6.1
sqlalchemy_exasol<8,>=7.1.1
azure-keyvault-secrets
asammdf<8.8,>=8.2
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
avro<1.12,>=1.11.4
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
looker-sdk!=24.18.0,>=22.20.0
cryptography>=48.0.1
couchbase~=4.1
thrift<1,>=0.25.0
pydomo~=0.3
PyYAML~=6.0
pydantic<3,>=2.12.5
pydoris==1.2.0
cassandra-driver>=3.28.0
snowflake-connector-python<5,>=4.7.3
spacy<3.9,>=3.8.2
oracledb~=1.2
google-cloud
azure-storage-blob~=12.14
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
shapely
opensearch-py~=2.4.0
authlib>=1.6.9
pydantic-settings>=2.14.2,~=2.0
databricks-sqlalchemy~=2.0.9
mypy_extensions>=0.4.3
google-cloud-datacatalog>=3.6.2
kubernetes<36,>=21.0.0
collate-dbt-artifacts-parser
collate-data-diff[trino]
confluent_kafka[schemaregistry]<3,>=2.15.0
iomete-sqlalchemy>=1.0.22

[all-dev-env:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[all-dev-env:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[all:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[all:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[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<3,>=2
pyarrow<26,>=23.0.1
google-cloud-logging
google-cloud-datacatalog>=3.6.2

[bigtable]
google-cloud-bigtable>=2.0.0
pandas<3,>=2.2.2
numpy<3,>=2

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyOpenSSL>=26.0.0
databricks-sql-connector>=4.7.0
thrift<1,>=0.25.0
pyasn1>=0.6.3
databricks-sdk~=0.20.0
databricks-sqlalchemy~=2.0.9
ndg-httpsclient~=0.5.1

[datalake-azure]
azure-identity~=1.12
avro<1.12,>=1.11.4
ijson~=3.4
aiobotocore~=2.26.0
azure-storage-blob~=12.14
numpy<3,>=2
asammdf<8.8,>=8.2
boto3~=1.41.5
pyarrow<26,>=23.0.1
fastavro>=1.2.0
cramjam~=2.7
pandas<3,>=2.2.2
adlfs>=2023.1.0
canmatrix<1.3

[datalake-gcs]
gcsfs~=2026.3
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
ijson~=3.4
aiobotocore~=2.26.0
numpy<3,>=2
asammdf<8.8,>=8.2
boto3~=1.41.5
pyarrow<26,>=23.0.1
fastavro>=1.2.0
cramjam~=2.7
canmatrix<1.3
pandas<3,>=2.2.2
google-cloud-monitoring>=2.0.0

[datalake-s3]
pandas<3,>=2.2.2
avro<1.12,>=1.11.4
ijson~=3.4
aiobotocore~=2.26.0
numpy<3,>=2
asammdf<8.8,>=8.2
boto3~=1.41.5
pyarrow<26,>=23.0.1
fastavro>=1.2.0
cramjam~=2.7
s3fs~=2026.3
canmatrix<1.3

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

[db2-ibmi]

[dbt]
azure-identity~=1.12
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser
google-cloud
azure-storage-blob~=12.14
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]
scipy-stubs
sqlalchemy-bigquery>=1.15.0
build
spacy<3.9,>=3.8.2
twine
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
pandas-stubs~=2.2
datamodel-code-generator==0.83.0
ruff~=0.15.12
nox
mypy-boto3-glue
google-auth-stubs
uvloop==0.21.0
basedpyright==1.39.3
types-requests
avro<1.12,>=1.11.4
preshed<3.0.14
boto3-stubs
google-api-python-client-stubs
pre-commit

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

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

[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]
pyarrow<26,>=23.0.1
Brotli>=1.2.1
google-cloud-storage>=1.43.0
rarfile~=4.2
pandas<3,>=2.2.2
py7zr~=1.1.3

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

[hive]
pure-transport==0.2.0
thrift-sasl~=0.4
pure-sasl
thrift<1,>=0.25.0
impyla~=0.24.0
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2

[impala]
thrift-sasl~=0.4
pure-sasl
impyla[kerberos]~=0.24.0
thrift<1,>=0.25.0
presto-types-parser>=0.0.2

[iomete]
iomete-sqlalchemy>=1.0.22

[iomete:python_version < "3.11"]
adbc-driver-flightsql==1.12.0
adbc-driver-manager==1.12.0

[iomete:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[kafka]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
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]
giturlparse
gitpython>=3.2.1
lkml~=1.3
looker-sdk!=24.18.0,>=22.20.0
python-liquid

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

[mongo]
pandas<3,>=2.2.2
numpy<3,>=2
pymongo<5,>=4.18.2

[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]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
protobuf>=5.29.6
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas<3,>=2.2.2
numpy<3,>=2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

[pii-processor]
spacy<3.9,>=3.8.2
presidio-analyzer==2.2.358
preshed<3.0.14
numpy<3,>=2
pandas<3,>=2.2.2

[pinotdb]
pinotdb~=5.0

[playwright]
packaging
pytest-playwright
collate-data-diff[snowflake]
mlflow-skinny<3.15,>=3.13.0
pygtrie<2.6
attrs
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
pyarrow<26,>=23.0.1
fastavro>=1.2.0
asammdf<8.8,>=8.2
boto3~=1.41.5
cramjam~=2.7
pytest-base-url
sqlalchemy-redshift~=1.0.0
s3fs~=2026.3
canmatrix<1.3
collate-data-diff[mysql]
apache-airflow-providers-elasticsearch>=6.5.3
protobuf>=5.29.6
avro<1.12,>=1.11.4
snowflake-sqlalchemy>=1.11.0
google-cloud-storage>=1.43.0
pymysql~=1.0
exasol-integration-test-docker-environment<7,>=6.0.0
pandas<3,>=2.2.2
psycopg2-binary
apache-airflow==3.3.2
snowflake-connector-python<5,>=4.7.3
sqlalchemy-bigquery>=1.15.0
apache-airflow-providers-opensearch>=1.9.1
grpcio-tools>=1.47.2
elasticsearch<9,>=8.10
presidio-analyzer==2.2.358
Werkzeug>=3.0.6
luigi<=3.6.0,>=2.8.4
opentelemetry-exporter-otlp==1.45.1
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
google-cloud
azure-storage-blob~=12.14
apache-airflow-providers-http>=6.0.0
tornado>=6.5.9
google-cloud-logging
google-cloud-datacatalog>=3.6.2
azure-identity~=1.12
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
preshed<3.0.14
numpy<3,>=2
ijson~=3.4
python-multipart>=0.0.31
confluent_kafka[schemaregistry]<3,>=2.15.0
starlette>=0.49.1

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358
preshed<3.0.14

[presto]
pure-transport==0.2.0
thrift<1,>=0.25.0
collate-data-diff[presto]
pyhive[hive_pure_sasl]~=0.7
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]
fastavro>=1.2.0
confluent_kafka[schemaregistry]<3,>=2.15.0
protobuf>=5.29.6
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

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

[s3]
pyarrow<26,>=23.0.1
Brotli>=1.2.1
rarfile~=4.2
pandas<3,>=2.2.2
py7zr~=1.1.3

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

[sample-data]
sqlalchemy-bigquery>=1.15.0
spacy<3.9,>=3.8.2
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
preshed<3.0.14

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.4.2

[slim]
idna>=3.15
thrift-sasl~=0.4
mlflow-skinny<3.15,>=3.13.0
aiobotocore~=2.26.0
collate-data-diff[presto]
paramiko<6,>=3.5
sqlalchemy-redshift~=1.0.0
s3fs~=2026.3
pydruid>=0.6.5
pyodbc~=5.3.0
simple_salesforce~=1.11
validators~=0.22.0
pymssql~=2.3.9
google-cloud-pubsub>=2.0.0
sqlalchemy-cockroachdb~=2.0
grpcio-tools>=1.47.2
lkml~=1.3
urllib3>=2.8.0
sqlalchemy-pgspider
mistune>=3.3.3
collate-data-diff>=0.11.17
google-cloud-logging
adlfs>=2023.1.0
py7zr~=1.1.3
azure-identity~=1.12
GeoAlchemy2~=0.12
tabulate==0.9.0
msal~=1.2
pure-sasl
preshed<3.0.14
chardet==4.0.0
ijson~=3.4
Brotli>=1.2.1
databricks-sdk~=0.20.0
teradatasql>=20.0.0.72
collate-data-diff[vertica]
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
collate-data-diff[snowflake]
Mako>=1.3.12
trino[sqlalchemy]
pyarrow<26,>=23.0.1
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
canmatrix<1.3
collate-data-diff[mysql]
giturlparse
tableauserverclient==0.40
cachetools
pymysql~=1.0
kafka-connect-py==0.10.11
requests-aws4auth~=1.1
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
ndg-httpsclient~=0.5.1
sqlalchemy<2.1,>=2.0.0
certifi>=2026.10.19
pandas<3,>=2.2.2
psycopg2-binary
sqlalchemy-hana
google-cloud-bigtable>=2.0.0
requests-ntlm
presidio-analyzer==2.2.358
email-validator>=2.0
teradatasqlalchemy==20.0.0.9
sqlalchemy-pytds~=1.0
python-liquid
gcsfs~=2026.3
requests>=2.33.0
gitpython>=3.2.1
impyla[kerberos]~=0.24.0
numpy<3,>=2
sqlalchemy-vertica[vertica-python]>=0.0.5
hdbcli
antlr4-python3-runtime==4.9.2
httpx~=0.28.0
tenacity<10,>=8.0
setuptools>=83
google-crc32c
dbt-extractor>=0.5.0
python-dateutil>=2.8.1
neo4j~=5.3
boto3~=1.41.5
importlib-metadata>=4.13.0
cramjam~=2.7
rarfile~=4.2
deltalake<0.20,>=0.19.0
lxml>=6.1.0
elasticsearch8~=8.9.0
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
protobuf>=5.29.6
Jinja2>=3.1.6
google-cloud-storage>=1.43.0
pinotdb~=5.0
google-api-python-client>=2.0.0
cached-property==1.5.2
cx_Oracle<9,>=8.3.0
clickhouse-driver~=0.2
sqlalchemy-bigquery>=1.15.0
databricks-sql-connector>=4.7.0
memory-profiler
PyJWT>=2.15.0
clickhouse-sqlalchemy>=0.3
google-cloud-monitoring>=2.0.0
pymongo<5,>=4.18.2
collate-data-diff[mssql]
typing-inspect
impyla~=0.24.0
pyasn1>=0.6.3
dagster_graphql>=1.8.0
pure-transport==0.2.0
packaging
collate-data-diff[clickhouse]
azure-storage-blob
jaraco.context>=6.1.0
websocket-client~=1.6.1
sqlalchemy_exasol<8,>=7.1.1
azure-keyvault-secrets
asammdf<8.8,>=8.2
pyOpenSSL>=26.0.0
collate-data-diff[oracle]
avro<1.12,>=1.11.4
snowflake-sqlalchemy>=1.11.0
pyathena~=3.35.4
looker-sdk!=24.18.0,>=22.20.0
cryptography>=48.0.1
thrift<1,>=0.25.0
couchbase~=4.1
pydomo~=0.3
PyYAML~=6.0
pydantic<3,>=2.12.5
pydoris==1.2.0
cassandra-driver>=3.28.0
snowflake-connector-python<5,>=4.7.3
spacy<3.9,>=3.8.2
oracledb~=1.2
google-cloud
azure-storage-blob~=12.14
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
shapely
opensearch-py~=2.4.0
authlib>=1.6.9
pydantic-settings>=2.14.2,~=2.0
databricks-sqlalchemy~=2.0.9
mypy_extensions>=0.4.3
google-cloud-datacatalog>=3.6.2
kubernetes<36,>=21.0.0
collate-dbt-artifacts-parser
collate-data-diff[trino]
confluent_kafka[schemaregistry]<3,>=2.15.0
iomete-sqlalchemy>=1.0.22

[slim:python_version < "3.11"]
adbc-driver-manager==1.12.0
adbc-driver-flightsql==1.12.0

[slim:python_version >= "3.11"]
adbc-driver-manager>=1.13.0
adbc-driver-flightsql>=1.13.0

[snowflake]
snowflake-connector-python<5,>=4.7.3
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.11.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasql>=20.0.0.72
teradatasqlalchemy==20.0.0.9

[test]
mlflow-skinny<3.15,>=3.13.0
aiobotocore~=2.26.0
neo4j~=5.3
boto3~=1.41.5
cramjam~=2.7
paramiko<6,>=3.5
deltalake<0.20,>=0.19.0
s3fs~=2026.3
elasticsearch8~=8.9.0
protobuf>=5.29.6
google-cloud-storage>=1.43.0
scikit-learn<2,>=1.4.2
validators~=0.22.0
minio==7.2.5
cx_Oracle<9,>=8.3.0
sqlalchemy-cockroachdb~=2.0
clickhouse-driver~=0.2
coverage
sqlalchemy-bigquery>=1.15.0
grpcio-tools>=1.47.2
pytest-cov
freezegun
lkml~=1.3
databricks-sql-connector>=4.7.0
factory-boy~=3.3.3
luigi<=3.6.0,>=2.8.4
mypy-boto3-glue
sqlalchemy-pgspider
delta-spark<4.0.0,>=3.0.0
clickhouse-sqlalchemy>=0.3
pymongo<5,>=4.18.2
google-cloud-monitoring>=2.0.0
google-cloud-logging
GeoAlchemy2~=0.12
testcontainers~=4.8.0
collate-data-diff[mssql]
preshed<3.0.14
ijson~=3.4
databricks-sdk~=0.20.0
teradatasql>=20.0.0.72
dagster_graphql>=1.8.0
collate-data-diff[vertica]
locust~=2.32.0
collate-data-diff[clickhouse]
pygtrie<2.6
sqlalchemy_exasol<8,>=7.1.1
trino[sqlalchemy]
pyarrow<26,>=23.0.1
asammdf<8.8,>=8.2
fastavro>=1.2.0
canmatrix<1.3
great-expectations~=1.3
collate-data-diff[mysql]
collate-data-diff[oracle]
tableauserverclient==0.40
giturlparse
skops
pytest==7.0.1
snowflake-sqlalchemy>=1.11.0
avro<1.12,>=1.11.4
pyathena~=3.35.4
looker-sdk!=24.18.0,>=22.20.0
pytest-order
dirty-equals
pymysql~=1.0
pyspark==3.5.6
boto3-stubs
pydomo~=0.3
kafka-connect-py==0.10.11
pytest-timeout~=2.4
pyhive[hive_pure_sasl]~=0.7
exasol-integration-test-docker-environment<7,>=6.0.0
pandas<3,>=2.2.2
pydoris==1.2.0
apache-airflow==3.3.2
cassandra-driver>=3.28.0
psycopg2-binary
spacy<3.9,>=3.8.2
google-cloud-bigtable>=2.0.0
presidio-analyzer==2.2.358
pytest-xdist~=3.5
oracledb~=1.2
opentelemetry-exporter-otlp==1.45.1
requests<3,>=2.33.0
opensearch-py~=2.4.0
teradatasqlalchemy==20.0.0.9
sqlalchemy-pytds~=1.0
python-liquid
google-cloud-datacatalog>=3.6.2
kafka-python==2.3.2
gcsfs~=2026.3
collate-dbt-artifacts-parser
numpy<3,>=2
sqlalchemy-vertica[vertica-python]>=0.0.5
faker==37.1.0
confluent_kafka[schemaregistry]<3,>=2.15.0

[test-unit]
pytest==7.0.1
pytest-rerunfailures
pytest-cov
testcontainers
factory-boy~=3.3.3
pytest-order
dirty-equals
sqlalchemy_exasol<8,>=7.1.1
faker==37.1.0
pytest-timeout~=2.4
teradatasql>=20.0.0.72
teradatasqlalchemy==20.0.0.9

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

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