pymysql~=1.0
antlr4-python3-runtime==4.9.2
kubernetes<36,>=21.0.0
pydantic<3,>=2.12.5
setuptools>=78.1.1
PyYAML~=6.0
python-dateutil>=2.8.1
typing-inspect
memory-profiler
jaraco.context>=6.1.0
cryptography>=48.0.1
google-cloud-secret-manager==2.24.0
cachetools
email-validator>=2.0
requests>=2.23
shapely
collate-data-diff>=0.11.15
boto3~=1.41.5
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
lxml>=6.1.0
collate-sqllineage==2.1.7
tenacity<10,>=8.0
Mako>=1.3.12
pydantic-settings>=2.14.2,~=2.0
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
azure-keyvault-secrets
Jinja2>=2.11.3
google-crc32c
PyJWT>=2.13.0
sqlalchemy<3,>=2.0.0
azure-identity~=1.12
tabulate==0.9.0
chardet==4.0.0
idna>=3.15
python-dotenv>=0.19.0
mistune>=3.3.0
cached-property==1.5.2
mypy_extensions>=0.4.3
httpx~=0.28.0
packaging
dbt-extractor>=0.5.0

[airflow]
elasticsearch<9,>=8.10
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow==3.3.1
tornado>=6.5.7
attrs
apache-airflow-providers-http>=6.0.0
apache-airflow-providers-opensearch>=1.9.1
Werkzeug>=3.0.6
python-multipart>=0.0.31
opentelemetry-exporter-otlp==1.37.0
pygtrie<2.6
starlette>=0.49.1

[all]
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
py7zr~=1.1.0
kubernetes<36,>=21.0.0
pydantic<3,>=2.12.5
elasticsearch8~=8.9.0
pydoris==1.2.0
presto-types-parser>=0.0.2
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
fastavro>=1.2.0
collate-data-diff[presto]
cachetools
shapely
validators~=0.22.0
looker-sdk!=24.18.0,>=22.20.0
boto3~=1.41.5
lxml>=6.1.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
Mako>=1.3.12
iomete-sqlalchemy>=1.0.22
scikit-learn<2,>=1.4.2
tableauserverclient==0.40
presidio-analyzer==2.2.358
azure-identity~=1.12
pymongo~=4.3
msal~=1.2
mistune>=3.3.0
impyla[kerberos]~=0.24.0
cached-property==1.5.2
httpx~=0.28.0
databricks-sqlalchemy~=2.0.9
dbt-extractor>=0.5.0
collate-data-diff[vertica]
google-cloud
opensearch-py~=2.4.0
antlr4-python3-runtime==4.9.2
setuptools>=78.1.1
google-cloud-logging
PyYAML~=6.0
memory-profiler
pyOpenSSL>=26.0.0
gcsfs~=2026.3
ijson~=3.4
sqlalchemy-pytds~=0.3
pyhive[hive_pure_sasl]~=0.7
google-cloud-secret-manager==2.24.0
authlib>=1.6.9
impyla~=0.24.0
hdbcli
thrift-sasl~=0.4
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
couchbase~=4.1
collate-sqllineage==2.1.7
azure-storage-blob~=12.14
lkml~=1.3
pandas<3,>=2.2.2
pydantic-settings>=2.14.2,~=2.0
cramjam~=2.7
Jinja2>=2.11.3
adbc-driver-manager
sqlalchemy-redshift~=1.0.0
collate-data-diff[snowflake]
chardet==4.0.0
ndg-httpsclient~=0.5.1
snowflake-sqlalchemy>=1.8.0
rarfile~=4.2
collate-data-diff[clickhouse]
python-dotenv>=0.19.0
adbc-driver-flightsql
confluent_kafka<=2.6.1,>=2.1.1
deltalake<0.20,>=0.19.0
google-cloud-monitoring>=2.0.0
databricks-sdk~=0.20.0
packaging
protobuf>=5.29.6
simple_salesforce~=1.11
pymysql~=1.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
google-cloud-bigtable>=2.0.0
python-dateutil>=2.8.1
clickhouse-driver~=0.2
great-expectations~=1.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[trino]
aiobotocore~=2.26.0
pinotdb~=5.0
pydomo~=0.3
jaraco.context>=6.1.0
google-cloud-datacatalog>=3.6.2
google-cloud-storage>=1.43.0
oracledb~=1.2
gitpython~=3.1.34
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
adlfs>=2023.1.0
spacy<3.9,>=3.8.2
python-liquid
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
azure-storage-blob
azure-keyvault-secrets
pydruid>=0.6.5
sqlalchemy_exasol<7,>=6
tabulate==0.9.0
idna>=3.15
GeoAlchemy2~=0.12
pyspark==3.5.6
google-api-python-client>=2.0.0
clickhouse-sqlalchemy>=0.3
mypy_extensions>=0.4.3
trino[sqlalchemy]
pyathena~=3.35.4
asammdf<8.8,>=8.2
pure-sasl
giturlparse
pure-transport==0.2.0
sqlalchemy-hana
collate-data-diff[mssql]
typing-inspect
dagster_graphql>=1.8.0
psycopg2-binary
pyarrow<26,>=23.0.1
s3fs~=2026.3
cryptography>=48.0.1
databricks-sql-connector>=4.0.0
email-validator>=2.0
collate-data-diff>=0.11.15
delta-spark<4.0.0,>=3.0.0
google-cloud-pubsub>=2.0.0
websocket-client~=1.6.1
exasol-integration-test-docker-environment<4,>=3.1.0
avro<1.12,>=1.11.4
collate-data-diff[oracle]
pyodbc~=5.3.0
cassandra-driver>=3.28.0
google-crc32c
PyJWT>=2.13.0
sqlalchemy<3,>=2.0.0
neo4j~=5.3
thrift<1,>=0.24.0
pyasn1>=0.6.3
grpcio-tools>=1.47.2
requests-ntlm
collate-dbt-artifacts-parser
sqlalchemy-bigquery>=1.15.0

[all-dev-env]
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
py7zr~=1.1.0
kubernetes<36,>=21.0.0
pydantic<3,>=2.12.5
elasticsearch8~=8.9.0
pydoris==1.2.0
presto-types-parser>=0.0.2
cx_Oracle<9,>=8.3.0
fastavro>=1.2.0
collate-data-diff[presto]
cachetools
shapely
validators~=0.22.0
looker-sdk!=24.18.0,>=22.20.0
boto3~=1.41.5
lxml>=6.1.0
sqlalchemy-pgspider
kafka-connect-py==0.10.11
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
Mako>=1.3.12
iomete-sqlalchemy>=1.0.22
scikit-learn<2,>=1.4.2
tableauserverclient==0.40
presidio-analyzer==2.2.358
azure-identity~=1.12
pymongo~=4.3
msal~=1.2
mistune>=3.3.0
impyla[kerberos]~=0.24.0
cached-property==1.5.2
httpx~=0.28.0
databricks-sqlalchemy~=2.0.9
dbt-extractor>=0.5.0
collate-data-diff[vertica]
google-cloud
opensearch-py~=2.4.0
antlr4-python3-runtime==4.9.2
setuptools>=78.1.1
google-cloud-logging
PyYAML~=6.0
memory-profiler
pyOpenSSL>=26.0.0
gcsfs~=2026.3
ijson~=3.4
sqlalchemy-pytds~=0.3
pyhive[hive_pure_sasl]~=0.7
google-cloud-secret-manager==2.24.0
authlib>=1.6.9
impyla~=0.24.0
hdbcli
thrift-sasl~=0.4
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
couchbase~=4.1
collate-sqllineage==2.1.7
azure-storage-blob~=12.14
lkml~=1.3
pandas<3,>=2.2.2
pydantic-settings>=2.14.2,~=2.0
cramjam~=2.7
Jinja2>=2.11.3
adbc-driver-manager
sqlalchemy-redshift~=1.0.0
collate-data-diff[snowflake]
chardet==4.0.0
ndg-httpsclient~=0.5.1
snowflake-sqlalchemy>=1.8.0
rarfile~=4.2
collate-data-diff[clickhouse]
python-dotenv>=0.19.0
adbc-driver-flightsql
confluent_kafka<=2.6.1,>=2.1.1
deltalake<0.20,>=0.19.0
google-cloud-monitoring>=2.0.0
databricks-sdk~=0.20.0
packaging
protobuf>=5.29.6
simple_salesforce~=1.11
pymysql~=1.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
google-cloud-bigtable>=2.0.0
python-dateutil>=2.8.1
clickhouse-driver~=0.2
great-expectations~=1.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[trino]
aiobotocore~=2.26.0
pinotdb~=5.0
pydomo~=0.3
jaraco.context>=6.1.0
google-cloud-datacatalog>=3.6.2
google-cloud-storage>=1.43.0
oracledb~=1.2
gitpython~=3.1.34
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
adlfs>=2023.1.0
spacy<3.9,>=3.8.2
python-liquid
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
azure-storage-blob
azure-keyvault-secrets
pydruid>=0.6.5
sqlalchemy_exasol<7,>=6
tabulate==0.9.0
idna>=3.15
GeoAlchemy2~=0.12
pyspark==3.5.6
google-api-python-client>=2.0.0
clickhouse-sqlalchemy>=0.3
mypy_extensions>=0.4.3
trino[sqlalchemy]
pyathena~=3.35.4
asammdf<8.8,>=8.2
pure-sasl
giturlparse
pure-transport==0.2.0
sqlalchemy-hana
collate-data-diff[mssql]
typing-inspect
dagster_graphql>=1.8.0
psycopg2-binary
pyarrow<26,>=23.0.1
s3fs~=2026.3
cryptography>=48.0.1
databricks-sql-connector>=4.0.0
email-validator>=2.0
collate-data-diff>=0.11.15
delta-spark<4.0.0,>=3.0.0
google-cloud-pubsub>=2.0.0
websocket-client~=1.6.1
exasol-integration-test-docker-environment<4,>=3.1.0
avro<1.12,>=1.11.4
collate-data-diff[oracle]
pyodbc~=5.3.0
cassandra-driver>=3.28.0
google-crc32c
PyJWT>=2.13.0
sqlalchemy<3,>=2.0.0
neo4j~=5.3
thrift<1,>=0.24.0
pyasn1>=0.6.3
grpcio-tools>=1.47.2
requests-ntlm
collate-dbt-artifacts-parser
sqlalchemy-bigquery>=1.15.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

[bigquery]
numpy<3,>=2
pyarrow<26,>=23.0.1
google-cloud-datacatalog>=3.6.2
google-cloud-logging
sqlalchemy-bigquery>=1.15.0

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

[deltalake-spark]
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0

[deltalake-storage]
deltalake<0.20,>=0.19.0

[dev]
avro<1.12,>=1.11.4
google-auth-stubs
nox
spacy<3.9,>=3.8.2
basedpyright==1.39.3
twine
scipy-stubs
black==22.3.0
build
pandas-stubs~=2.2
presidio-analyzer==2.2.358
pre-commit
pylint~=3.2.0
mypy-boto3-glue
uvloop==0.21.0
grpcio-tools>=1.47.2
boto3-stubs
datamodel-code-generator==0.64.0
isort
pycln
types-requests
google-api-python-client-stubs
sqlalchemy-bigquery>=1.15.0

[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

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<7,>=6
exasol-integration-test-docker-environment<4,>=3.1.0

[gcs]
py7zr~=1.1.0
rarfile~=4.2
pandas<3,>=2.2.2
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==0.18.8

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

[mongo]
numpy<3,>=2
pymongo~=4.3
pandas<3,>=2.2.2

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
pymysql~=1.0
numpy<3,>=2
asammdf<8.8,>=8.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[mysql]
elasticsearch<9,>=8.10
apache-airflow-providers-elasticsearch>=6.5.3
google-cloud
google-cloud-logging
attrs
mlflow-skinny<3.15,>=3.13.0
aiobotocore~=2.26.0
starlette>=0.49.1
psycopg2-binary
pyarrow<26,>=23.0.1
ijson~=3.4
pytest-base-url
google-cloud-datacatalog>=3.6.2
fastavro>=1.2.0
s3fs~=2026.3
tornado>=6.5.7
google-cloud-storage>=1.43.0
apache-airflow-providers-opensearch>=1.9.1
Werkzeug>=3.0.6
python-multipart>=0.0.31
boto3~=1.41.5
avro<1.12,>=1.11.4
azure-storage-blob~=12.14
apache-airflow==3.3.1
pandas<3,>=2.2.2
apache-airflow-providers-http>=6.0.0
packaging
cramjam~=2.7
pytest-playwright
sqlalchemy-redshift~=1.0.0
presidio-analyzer==2.2.358
azure-identity~=1.12
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
GeoAlchemy2~=0.12
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
opentelemetry-exporter-otlp==1.37.0
collate-dbt-artifacts-parser
protobuf>=5.29.6
pygtrie<2.6
sqlalchemy-bigquery>=1.15.0

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[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
avro<1.12,>=1.11.4
fastavro>=1.2.0
protobuf>=5.29.6
confluent_kafka<=2.6.1,>=2.1.1

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

[s3]
rarfile~=4.2
pandas<3,>=2.2.2
py7zr~=1.1.0
pyarrow<26,>=23.0.1

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
pymysql~=1.0
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
py7zr~=1.1.0
kubernetes<36,>=21.0.0
pydantic<3,>=2.12.5
elasticsearch8~=8.9.0
google-cloud-bigtable>=2.0.0
pydoris==1.2.0
python-dateutil>=2.8.1
clickhouse-driver~=0.2
great-expectations~=1.0
presto-types-parser>=0.0.2
mlflow-skinny<3.15,>=3.13.0
cx_Oracle<9,>=8.3.0
aiobotocore~=2.26.0
pymssql~=2.3.9
collate-data-diff[trino]
pinotdb~=5.0
pydomo~=0.3
jaraco.context>=6.1.0
google-cloud-datacatalog>=3.6.2
fastavro>=1.2.0
collate-data-diff[presto]
google-cloud-storage>=1.43.0
oracledb~=1.2
cachetools
shapely
gitpython~=3.1.34
validators~=0.22.0
looker-sdk!=24.18.0,>=22.20.0
boto3~=1.41.5
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
lxml>=6.1.0
sqlalchemy-pgspider
simple_salesforce~=1.11
kafka-connect-py==0.10.11
tenacity<10,>=8.0
sqlalchemy-cockroachdb~=2.0
adlfs>=2023.1.0
spacy<3.9,>=3.8.2
Mako>=1.3.12
iomete-sqlalchemy>=1.0.22
python-liquid
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
azure-storage-blob
azure-keyvault-secrets
pydruid>=0.6.5
sqlalchemy_exasol<7,>=6
tableauserverclient==0.40
presidio-analyzer==2.2.358
azure-identity~=1.12
tabulate==0.9.0
pymongo~=4.3
idna>=3.15
GeoAlchemy2~=0.12
msal~=1.2
mistune>=3.3.0
impyla[kerberos]~=0.24.0
google-api-python-client>=2.0.0
cached-property==1.5.2
clickhouse-sqlalchemy>=0.3
mypy_extensions>=0.4.3
databricks-sqlalchemy~=2.0.9
httpx~=0.28.0
trino[sqlalchemy]
pyathena~=3.35.4
dbt-extractor>=0.5.0
asammdf<8.8,>=8.2
collate-data-diff[vertica]
pure-sasl
google-cloud
opensearch-py~=2.4.0
giturlparse
pure-transport==0.2.0
antlr4-python3-runtime==4.9.2
setuptools>=78.1.1
google-cloud-logging
collate-data-diff[mssql]
PyYAML~=6.0
sqlalchemy-hana
typing-inspect
memory-profiler
dagster_graphql>=1.8.0
psycopg2-binary
pyarrow<26,>=23.0.1
pyOpenSSL>=26.0.0
gcsfs~=2026.3
ijson~=3.4
sqlalchemy-pytds~=0.3
s3fs~=2026.3
cryptography>=48.0.1
pyhive[hive_pure_sasl]~=0.7
google-cloud-secret-manager==2.24.0
databricks-sql-connector>=4.0.0
impyla~=0.24.0
email-validator>=2.0
authlib>=1.6.9
thrift-sasl~=0.4
hdbcli
requests>=2.23
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff>=0.11.15
couchbase~=4.1
google-cloud-pubsub>=2.0.0
websocket-client~=1.6.1
exasol-integration-test-docker-environment<4,>=3.1.0
collate-sqllineage==2.1.7
azure-storage-blob~=12.14
avro<1.12,>=1.11.4
lkml~=1.3
collate-data-diff[oracle]
pyodbc~=5.3.0
pandas<3,>=2.2.2
cassandra-driver>=3.28.0
pydantic-settings>=2.14.2,~=2.0
cramjam~=2.7
Jinja2>=2.11.3
google-crc32c
PyJWT>=2.13.0
sqlalchemy<3,>=2.0.0
neo4j~=5.3
adbc-driver-manager
sqlalchemy-redshift~=1.0.0
collate-data-diff[snowflake]
chardet==4.0.0
ndg-httpsclient~=0.5.1
thrift<1,>=0.24.0
snowflake-sqlalchemy>=1.8.0
rarfile~=4.2
collate-data-diff[clickhouse]
python-dotenv>=0.19.0
adbc-driver-flightsql
confluent_kafka<=2.6.1,>=2.1.1
pyasn1>=0.6.3
deltalake<0.20,>=0.19.0
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
requests-ntlm
databricks-sdk~=0.20.0
packaging
collate-dbt-artifacts-parser
protobuf>=5.29.6
sqlalchemy-bigquery>=1.15.0

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
numpy<3,>=2
elasticsearch8~=8.9.0
pydoris==1.2.0
cx_Oracle<9,>=8.3.0
fastavro>=1.2.0
mypy-boto3-glue
validators~=0.22.0
looker-sdk!=24.18.0,>=22.20.0
boto3~=1.41.5
sqlalchemy-pgspider
kafka-connect-py==0.10.11
dirty-equals
sqlalchemy-cockroachdb~=2.0
scikit-learn<2,>=1.4.2
pytest-cov
tableauserverclient==0.40
presidio-analyzer==2.2.358
pymongo~=4.3
skops
boto3-stubs
pygtrie<2.6
opensearch-py~=2.4.0
google-cloud-logging
gcsfs~=2026.3
ijson~=3.4
sqlalchemy-pytds~=0.3
pyhive[hive_pure_sasl]~=0.7
great-expectations==0.18.8
locust~=2.32.0
lkml~=1.3
pandas<3,>=2.2.2
cramjam~=2.7
pytest-xdist~=3.5
snowflake-sqlalchemy>=1.8.0
collate-data-diff[clickhouse]
confluent_kafka<=2.6.1,>=2.1.1
deltalake<0.20,>=0.19.0
google-cloud-monitoring>=2.0.0
databricks-sdk~=0.20.0
protobuf>=5.29.6
pymysql~=1.0
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
google-cloud-bigtable>=2.0.0
mlflow-skinny<3.15,>=3.13.0
clickhouse-driver~=0.2
factory-boy~=3.3.3
aiobotocore~=2.26.0
pydomo~=0.3
google-cloud-datacatalog>=3.6.2
google-cloud-storage>=1.43.0
pytest==7.0.1
oracledb~=1.2
coverage
pytest-order
faker==37.1.0
apache-airflow==3.3.1
spacy<3.9,>=3.8.2
python-liquid
requests<3,>=2.31.0
sqlalchemy_exasol<7,>=6
GeoAlchemy2~=0.12
pyspark==3.5.6
clickhouse-sqlalchemy>=0.3
trino[sqlalchemy]
pyathena~=3.35.4
asammdf<8.8,>=8.2
giturlparse
collate-data-diff[mssql]
dagster_graphql>=1.8.0
psycopg2-binary
pyarrow<26,>=23.0.1
s3fs~=2026.3
databricks-sql-connector>=4.0.0
delta-spark<4.0.0,>=3.0.0
kafka-python==2.0.2
exasol-integration-test-docker-environment<4,>=3.1.0
avro<1.12,>=1.11.4
collate-data-diff[oracle]
freezegun
cassandra-driver>=3.28.0
neo4j~=5.3
minio==7.2.5
grpcio-tools>=1.47.2
opentelemetry-exporter-otlp==1.37.0
collate-dbt-artifacts-parser
sqlalchemy-bigquery>=1.15.0

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

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