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

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

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

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

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

[dagster]
pymysql~=1.0
dagster_graphql>=1.8.0
GeoAlchemy2~=0.12
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-sqlalchemy~=2.0.9
pyOpenSSL>=26.0.0
databricks-sdk~=0.20.0

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

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

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

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

[db2-ibmi]

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

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

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

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

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

[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
google-cloud-storage>=1.43.0
rarfile~=4.2
pyarrow<26,>=23.0.1
pandas<3,>=2.2.2

[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
packaging
GeoAlchemy2~=0.12
psycopg2-binary

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

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

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

[kafka]
fastavro>=1.2.0
protobuf>=5.29.6
confluent_kafka<=2.6.1,>=2.1.1
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~=3.1.34
giturlparse
python-liquid
lkml~=1.3
looker-sdk!=24.18.0,>=22.20.0

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

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

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

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

[opensearch]
opensearch-py~=2.4.0

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

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

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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