httpx~=0.28.0
tenacity<10,>=8.0
idna>=3.15
pydantic<2.12,>=2.7.0,~=2.0
dbt-extractor>=0.5.0
jaraco.functools<4.2.0
jaraco.context>=6.1.0
azure-identity~=1.12
python-dotenv>=0.19.0
lxml>=6.1.0
Mako>=1.3.12
python-dateutil>=2.8.1
kubernetes<36,>=21.0.0
requests>=2.32.4
tabulate==0.9.0
memory-profiler
requests-aws4auth~=1.1
Jinja2>=2.11.3
PyYAML~=6.0
PyJWT>=2.13.0
azure-keyvault-secrets
sqlalchemy<3,>=2.0.0
typing-inspect
importlib-metadata>=4.13.0
google-crc32c
mistune>=3.3.0
chardet==4.0.0
pydantic-settings>=2.14.2,~=2.0
pymysql~=1.0
antlr4-python3-runtime==4.9.2
shapely
cached-property==1.5.2
packaging
collate-data-diff>=0.11.15
jsonpatch<2.0,>=1.24
email-validator>=2.0
cryptography>=48.0.1
google-cloud-secret-manager==2.24.0
setuptools>=78.1.1
collate-sqllineage>=2.1.4
cachetools
mypy_extensions>=0.4.3
boto3~=1.41.5

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

[all]
kafka-connect-py==0.10.11
collate-data-diff[mysql]
collate-data-diff[clickhouse]
httpx~=0.28.0
tenacity<10,>=8.0
thrift<1,>=0.24.0
pydantic<2.12,>=2.7.0,~=2.0
jaraco.functools<4.2.0
rarfile~=4.2
Mako>=1.3.12
collate-data-diff[snowflake]
kubernetes<36,>=21.0.0
croniter<3
trino[sqlalchemy]
deltalake<0.20,>=0.19.0
impyla~=0.24.0
elasticsearch8~=8.9.0
collate-data-diff[vertica]
PyYAML~=6.0
thrift-sasl~=0.4
azure-keyvault-secrets
iomete-sqlalchemy>=1.0.22
psycopg2-binary
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
msal~=1.2
pymysql~=1.0
antlr4-python3-runtime==4.9.2
shapely
packaging
python-liquid
jsonpatch<2.0,>=1.24
collate-data-diff[mssql]
dagster_graphql>=1.8.0
sqlalchemy_exasol<8,>=7.1.1
delta-spark<4.0.0,>=3.0.0
pymssql~=2.3.9
authlib>=1.6.9
paramiko<6,>=3.5
sqlalchemy-redshift~=1.0.0
collate-data-diff[presto]
dbt-extractor>=0.5.0
presidio-analyzer==2.2.358
google-cloud-bigtable>=2.0.0
google-cloud-monitoring>=2.0.0
couchbase~=4.1
giturlparse
pyasn1>=0.6.3
memory-profiler
ndg-httpsclient~=0.5.1
pure-sasl
pandas~=2.1.4
ijson~=3.4
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
importlib-metadata>=4.13.0
chardet==4.0.0
pure-transport==0.2.0
cassandra-driver>=3.28.0
lkml~=1.3
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pyathena~=3.25.0
sqlalchemy-pytds~=1.0
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
cryptography>=48.0.1
google-cloud-logging
opensearch-py~=2.4.0
cramjam~=2.7
simple_salesforce~=1.11
avro<1.12,>=1.11.4
cachetools
mypy_extensions>=0.4.3
email-validator>=2.0
databricks-sdk~=0.20.0
protobuf>=5.29.6
google-api-python-client>=2.0.0
python-dateutil>=2.8.1
google-cloud-pubsub>=2.0.0
requests>=2.32.4
sqlalchemy-hana
tabulate==0.9.0
collate-dbt-artifacts-parser
asammdf~=7.4.5
requests-aws4auth~=1.1
pydruid>=0.6.5
hdbcli
mlflow-skinny<3.15,>=3.13.0
gcsfs~=2026.3
PyJWT>=2.13.0
azure-storage-blob
py7zr~=1.1.0
azure-storage-blob~=12.14
pydomo~=0.3
neo4j~=5.3
typing-inspect
numpy<2
sqlalchemy-pgspider
clickhouse-driver~=0.2
adbc-driver-manager
spacy<3.8
great-expectations~=1.0
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud
pyspark==3.5.6
validators~=0.22.0
google-cloud-secret-manager==2.24.0
collate-sqllineage>=2.1.4
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
pyOpenSSL>=26.0.0
idna>=3.15
sqlalchemy-bigquery>=1.15.0
jaraco.context>=6.1.0
azure-identity~=1.12
s3fs~=2026.3
python-dotenv>=0.19.0
lxml>=6.1.0
databricks-sql-connector>=4.0.0
requests-ntlm
adlfs>=2023.1.0
sqlalchemy-cockroachdb~=2.0
pyodbc~=5.3.0
Jinja2>=2.11.3
databricks-sqlalchemy~=2.0.9
fastavro>=1.2.0
oracledb~=1.2
google-crc32c
mistune>=3.3.0
confluent_kafka<=2.6.1,>=2.1.1
adbc-driver-flightsql
pydantic-settings>=2.14.2,~=2.0
presto-types-parser>=0.0.2
websocket-client~=1.6.1
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
boto3~=1.41.5
collate-data-diff>=0.11.15
gitpython>=3.1.50
clickhouse-sqlalchemy>=0.3
pymongo~=4.3
pinotdb~=5.0
setuptools>=78.1.1
google-cloud-datacatalog>=3.6.2
pyhive[hive_pure_sasl]~=0.7
GeoAlchemy2~=0.12
teradatasqlalchemy==20.0.0.2
google-cloud-storage>=1.43.0
scikit-learn<2,>=1.3
impyla[kerberos]~=0.24.0

[all-dev-env]
kafka-connect-py==0.10.11
collate-data-diff[mysql]
collate-data-diff[clickhouse]
httpx~=0.28.0
tenacity<10,>=8.0
thrift<1,>=0.24.0
pydantic<2.12,>=2.7.0,~=2.0
jaraco.functools<4.2.0
rarfile~=4.2
Mako>=1.3.12
collate-data-diff[snowflake]
kubernetes<36,>=21.0.0
croniter<3
trino[sqlalchemy]
deltalake<0.20,>=0.19.0
impyla~=0.24.0
elasticsearch8~=8.9.0
collate-data-diff[vertica]
PyYAML~=6.0
thrift-sasl~=0.4
azure-keyvault-secrets
iomete-sqlalchemy>=1.0.22
psycopg2-binary
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
msal~=1.2
pymysql~=1.0
antlr4-python3-runtime==4.9.2
shapely
packaging
python-liquid
jsonpatch<2.0,>=1.24
collate-data-diff[mssql]
dagster_graphql>=1.8.0
sqlalchemy_exasol<8,>=7.1.1
delta-spark<4.0.0,>=3.0.0
authlib>=1.6.9
paramiko<6,>=3.5
sqlalchemy-redshift~=1.0.0
collate-data-diff[presto]
dbt-extractor>=0.5.0
presidio-analyzer==2.2.358
google-cloud-bigtable>=2.0.0
google-cloud-monitoring>=2.0.0
couchbase~=4.1
giturlparse
pyasn1>=0.6.3
memory-profiler
ndg-httpsclient~=0.5.1
pure-sasl
pandas~=2.1.4
ijson~=3.4
tableauserverclient==0.40
sqlalchemy<3,>=2.0.0
importlib-metadata>=4.13.0
chardet==4.0.0
pure-transport==0.2.0
cassandra-driver>=3.28.0
lkml~=1.3
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pyathena~=3.25.0
sqlalchemy-pytds~=1.0
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
cryptography>=48.0.1
google-cloud-logging
opensearch-py~=2.4.0
cramjam~=2.7
simple_salesforce~=1.11
avro<1.12,>=1.11.4
cachetools
mypy_extensions>=0.4.3
email-validator>=2.0
databricks-sdk~=0.20.0
protobuf>=5.29.6
google-api-python-client>=2.0.0
python-dateutil>=2.8.1
google-cloud-pubsub>=2.0.0
requests>=2.32.4
sqlalchemy-hana
tabulate==0.9.0
collate-dbt-artifacts-parser
asammdf~=7.4.5
requests-aws4auth~=1.1
pydruid>=0.6.5
hdbcli
mlflow-skinny<3.15,>=3.13.0
gcsfs~=2026.3
PyJWT>=2.13.0
azure-storage-blob
py7zr~=1.1.0
azure-storage-blob~=12.14
pydomo~=0.3
neo4j~=5.3
typing-inspect
numpy<2
sqlalchemy-pgspider
clickhouse-driver~=0.2
adbc-driver-manager
spacy<3.8
great-expectations~=1.0
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
google-cloud
pyspark==3.5.6
validators~=0.22.0
google-cloud-secret-manager==2.24.0
collate-sqllineage>=2.1.4
pyarrow<26,>=23.0.1
aiobotocore~=2.26.0
pyOpenSSL>=26.0.0
idna>=3.15
sqlalchemy-bigquery>=1.15.0
jaraco.context>=6.1.0
azure-identity~=1.12
s3fs~=2026.3
python-dotenv>=0.19.0
lxml>=6.1.0
databricks-sql-connector>=4.0.0
requests-ntlm
adlfs>=2023.1.0
sqlalchemy-cockroachdb~=2.0
pyodbc~=5.3.0
Jinja2>=2.11.3
databricks-sqlalchemy~=2.0.9
fastavro>=1.2.0
oracledb~=1.2
google-crc32c
mistune>=3.3.0
confluent_kafka<=2.6.1,>=2.1.1
adbc-driver-flightsql
pydantic-settings>=2.14.2,~=2.0
presto-types-parser>=0.0.2
websocket-client~=1.6.1
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
boto3~=1.41.5
collate-data-diff>=0.11.15
gitpython>=3.1.50
clickhouse-sqlalchemy>=0.3
pymongo~=4.3
pinotdb~=5.0
setuptools>=78.1.1
google-cloud-datacatalog>=3.6.2
pyhive[hive_pure_sasl]~=0.7
GeoAlchemy2~=0.12
teradatasqlalchemy==20.0.0.2
google-cloud-storage>=1.43.0
scikit-learn<2,>=1.3
impyla[kerberos]~=0.24.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[deltalake]
pyspark==3.5.6
deltalake<0.20,>=0.19.0
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]
twine
types-requests
boto3-stubs
spacy<3.8
sqlalchemy-bigquery>=1.15.0
presidio-analyzer==2.2.358
google-api-python-client-stubs
mypy-boto3-glue
grpcio-tools>=1.47.2
basedpyright==1.39.3
nox
pre-commit
uvloop==0.21.0
pandas-stubs~=2.1.4
datamodel-code-generator==0.64.0
scipy-stubs
build
ruff~=0.15.12
avro<1.12,>=1.11.4
google-auth-stubs

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
luigi<=3.6.0,>=2.8.4
pytest-base-url
pytest-playwright
exasol-integration-test-docker-environment<7,>=6.0.0
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
rarfile~=4.2
py7zr~=1.1.0
google-cloud-storage>=1.43.0
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]
pymysql~=1.0
psycopg2-binary
GeoAlchemy2~=0.12
packaging

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.1.4

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
collate-data-diff[mysql]
sqlalchemy-redshift~=1.0.0
protobuf>=5.29.6
sqlalchemy-bigquery>=1.15.0
attrs
presidio-analyzer==2.2.358
s3fs~=2026.3
azure-identity~=1.12
collate-data-diff[snowflake]
apache-airflow==3.3.0
opentelemetry-exporter-otlp==1.37.0
Werkzeug>=3.0.6
asammdf~=7.4.5
collate-dbt-artifacts-parser
mlflow-skinny<3.15,>=3.13.0
pandas~=2.1.4
apache-airflow-providers-http>=6.0.0
starlette>=0.49.1
ijson~=3.4
luigi<=3.6.0,>=2.8.4
pytest-playwright
azure-storage-blob~=12.14
fastavro>=1.2.0
apache-airflow-providers-elasticsearch>=6.5.3
numpy<2
confluent_kafka<=2.6.1,>=2.1.1
pytest-base-url
psycopg2-binary
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
google-cloud
pymysql~=1.0
apache-airflow-providers-opensearch>=1.9.1
tornado>=6.5.7
packaging
grpcio-tools>=1.47.2
snowflake-sqlalchemy>=1.8.0
google-cloud-logging
sqlalchemy_exasol<8,>=7.1.1
google-cloud-datacatalog>=3.6.2
cramjam~=2.7
GeoAlchemy2~=0.12
python-multipart>=0.0.31
exasol-integration-test-docker-environment<7,>=6.0.0
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
pyarrow<26,>=23.0.1
boto3~=1.41.5
aiobotocore~=2.26.0

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

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

[prefect]

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
databricks-sdk~=0.20.0
kafka-connect-py==0.10.11
collate-data-diff[mysql]
protobuf>=5.29.6
collate-data-diff[clickhouse]
httpx~=0.28.0
tenacity<10,>=8.0
thrift<1,>=0.24.0
pydantic<2.12,>=2.7.0,~=2.0
jaraco.functools<4.2.0
rarfile~=4.2
Mako>=1.3.12
collate-data-diff[snowflake]
google-api-python-client>=2.0.0
python-dateutil>=2.8.1
google-cloud-pubsub>=2.0.0
kubernetes<36,>=21.0.0
croniter<3
trino[sqlalchemy]
requests>=2.32.4
deltalake<0.20,>=0.19.0
tabulate==0.9.0
collate-dbt-artifacts-parser
asammdf~=7.4.5
requests-aws4auth~=1.1
pydruid>=0.6.5
elasticsearch8~=8.9.0
impyla~=0.24.0
sqlalchemy-hana
hdbcli
collate-data-diff[vertica]
mlflow-skinny<3.15,>=3.13.0
presidio-analyzer==2.2.358
PyYAML~=6.0
thrift-sasl~=0.4
gcsfs~=2026.3
PyJWT>=2.13.0
azure-storage-blob
py7zr~=1.1.0
azure-storage-blob~=12.14
azure-keyvault-secrets
pydomo~=0.3
neo4j~=5.3
typing-inspect
numpy<2
sqlalchemy-pgspider
iomete-sqlalchemy>=1.0.22
clickhouse-driver~=0.2
adbc-driver-manager
psycopg2-binary
great-expectations~=1.0
spacy<3.8
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[trino]
sqlalchemy-vertica[vertica-python]>=0.0.5
msal~=1.2
google-cloud
pymysql~=1.0
antlr4-python3-runtime==4.9.2
shapely
packaging
python-liquid
validators~=0.22.0
jsonpatch<2.0,>=1.24
google-cloud-secret-manager==2.24.0
collate-data-diff[mssql]
dagster_graphql>=1.8.0
sqlalchemy_exasol<8,>=7.1.1
pymssql~=2.3.9
collate-sqllineage>=2.1.4
pyarrow<26,>=23.0.1
authlib>=1.6.9
paramiko<6,>=3.5
aiobotocore~=2.26.0
sqlalchemy-redshift~=1.0.0
pyOpenSSL>=26.0.0
idna>=3.15
sqlalchemy-bigquery>=1.15.0
dbt-extractor>=0.5.0
collate-data-diff[presto]
jaraco.context>=6.1.0
google-cloud-bigtable>=2.0.0
azure-identity~=1.12
s3fs~=2026.3
python-dotenv>=0.19.0
lxml>=6.1.0
google-cloud-monitoring>=2.0.0
cachetools
couchbase~=4.1
databricks-sql-connector>=4.0.0
giturlparse
requests-ntlm
pyasn1>=0.6.3
memory-profiler
ndg-httpsclient~=0.5.1
adlfs>=2023.1.0
sqlalchemy-cockroachdb~=2.0
pure-sasl
pyodbc~=5.3.0
Jinja2>=2.11.3
pandas~=2.1.4
ijson~=3.4
tableauserverclient==0.40
databricks-sqlalchemy~=2.0.9
fastavro>=1.2.0
sqlalchemy<3,>=2.0.0
oracledb~=1.2
importlib-metadata>=4.13.0
google-crc32c
mistune>=3.3.0
confluent_kafka<=2.6.1,>=2.1.1
chardet==4.0.0
adbc-driver-flightsql
pydantic-settings>=2.14.2,~=2.0
pure-transport==0.2.0
cassandra-driver>=3.28.0
lkml~=1.3
presto-types-parser>=0.0.2
websocket-client~=1.6.1
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
boto3~=1.41.5
collate-data-diff>=0.11.15
gitpython>=3.1.50
grpcio-tools>=1.47.2
collate-data-diff[oracle]
clickhouse-sqlalchemy>=0.3
pymongo~=4.3
pyathena~=3.25.0
sqlalchemy-pytds~=1.0
cx_Oracle<9,>=8.3.0
pinotdb~=5.0
cryptography>=48.0.1
snowflake-sqlalchemy>=1.8.0
setuptools>=78.1.1
google-cloud-logging
opensearch-py~=2.4.0
google-cloud-datacatalog>=3.6.2
pyhive[hive_pure_sasl]~=0.7
cramjam~=2.7
GeoAlchemy2~=0.12
simple_salesforce~=1.11
teradatasqlalchemy==20.0.0.2
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
mypy_extensions>=0.4.3
email-validator>=2.0
impyla[kerberos]~=0.24.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
collate-data-diff[mysql]
kafka-connect-py==0.10.11
collate-data-diff[clickhouse]
factory-boy~=3.3.3
apache-airflow==3.3.0
croniter<3
trino[sqlalchemy]
deltalake<0.20,>=0.19.0
elasticsearch8~=8.9.0
dirty-equals
collate-data-diff[vertica]
psycopg2-binary
pymysql~=1.0
requests<3,>=2.32.4
python-liquid
mypy-boto3-glue
pytest-cov
collate-data-diff[mssql]
dagster_graphql>=1.8.0
sqlalchemy_exasol<8,>=7.1.1
delta-spark<4.0.0,>=3.0.0
exasol-integration-test-docker-environment<7,>=6.0.0
pytest-xdist~=3.5
paramiko<6,>=3.5
presidio-analyzer==2.2.358
google-cloud-bigtable>=2.0.0
google-cloud-monitoring>=2.0.0
giturlparse
opentelemetry-exporter-otlp==1.37.0
pandas~=2.1.4
ijson~=3.4
tableauserverclient==0.40
freezegun
cassandra-driver>=3.28.0
lkml~=1.3
grpcio-tools>=1.47.2
collate-data-diff[oracle]
pyathena~=3.25.0
cx_Oracle<9,>=8.3.0
snowflake-sqlalchemy>=1.8.0
sqlalchemy-pytds~=1.0
google-cloud-logging
opensearch-py~=2.4.0
cramjam~=2.7
faker==37.1.0
avro<1.12,>=1.11.4
scikit-learn<2,>=1.3
databricks-sdk~=0.20.0
protobuf>=5.29.6
coverage
collate-dbt-artifacts-parser
asammdf~=7.4.5
mlflow-skinny<3.15,>=3.13.0
gcsfs~=2026.3
pydomo~=0.3
neo4j~=5.3
numpy<2
sqlalchemy-pgspider
spacy<3.8
sqlalchemy-vertica[vertica-python]>=0.0.5
clickhouse-driver~=0.2
testcontainers~=4.8.0
pytest-order
validators~=0.22.0
pyspark==3.5.6
pytest==7.0.1
pyarrow<26,>=23.0.1
locust~=2.32.0
aiobotocore~=2.26.0
boto3-stubs
great-expectations~=0.18.0
sqlalchemy-bigquery>=1.15.0
s3fs~=2026.3
databricks-sql-connector>=4.0.0
sqlalchemy-cockroachdb~=2.0
luigi<=3.6.0,>=2.8.4
fastavro>=1.2.0
oracledb~=1.2
confluent_kafka<=2.6.1,>=2.1.1
skops
looker-sdk!=24.18.0,>=22.20.0
minio==7.2.5
kafka-python==2.0.2
pymongo~=4.3
clickhouse-sqlalchemy>=0.3
google-cloud-datacatalog>=3.6.2
pyhive[hive_pure_sasl]~=0.7
GeoAlchemy2~=0.12
teradatasqlalchemy==20.0.0.2
google-cloud-storage>=1.43.0
boto3~=1.41.5

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

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

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