packaging
cachetools
Mako>=1.3.12
jaraco.functools<4.2.0
tenacity<10,>=8.0
collate-data-diff>=0.11.17
dbt-extractor>=0.5.0
lxml>=6.1.0
azure-keyvault-secrets
email-validator>=2.0
shapely
python-dateutil>=2.8.1
tabulate==0.9.0
jsonpatch<2.0,>=1.24
antlr4-python3-runtime==4.9.2
sqlalchemy<2.1,>=2.0.0
google-cloud-secret-manager==2.24.0
idna>=3.15
memory-profiler
pymysql~=1.0
mypy_extensions>=0.4.3
pydantic-settings>=2.14.2,~=2.0
cryptography>=48.0.1
boto3~=1.41.5
requests>=2.32.4
azure-identity~=1.12
requests-aws4auth~=1.1
cached-property==1.5.2
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
importlib-metadata>=4.13.0
jaraco.context>=6.1.0
setuptools>=78.1.1
PyJWT>=2.13.0
Jinja2>=3.1.6
pydantic<3,>=2.12.5
PyYAML~=6.0
chardet==4.0.0
google-crc32c
mistune>=3.3.0
typing-inspect
kubernetes<36,>=21.0.0
httpx~=0.28.0

[airflow]
opentelemetry-exporter-otlp==1.37.0
attrs
apache-airflow==3.3.2
Werkzeug>=3.0.6
starlette>=0.49.1
apache-airflow-providers-elasticsearch>=6.5.3
apache-airflow-providers-opensearch>=1.9.1
apache-airflow-providers-http>=6.0.0
tornado>=6.5.7
python-multipart>=0.0.31
elasticsearch<9,>=8.10
pygtrie<2.6

[all]
collate-data-diff[snowflake]
ijson~=3.4
snowflake-sqlalchemy>=1.8.0
collate-data-diff>=0.11.17
avro<1.12,>=1.11.4
tableauserverclient==0.40
gitpython>=3.1.50
email-validator>=2.0
gcsfs~=2026.3
azure-storage-blob~=12.14
pyasn1>=0.6.3
iomete-sqlalchemy>=1.0.22
antlr4-python3-runtime==4.9.2
delta-spark<4.0.0,>=3.0.0
sqlalchemy<2.1,>=2.0.0
opensearch-py~=2.4.0
py7zr~=1.1.0
memory-profiler
mypy_extensions>=0.4.3
authlib>=1.6.9
cryptography>=48.0.1
spacy<3.9,>=3.8.2
azure-identity~=1.12
cached-property==1.5.2
s3fs~=2026.3
cassandra-driver>=3.28.0
collate-data-diff[trino]
databricks-sql-connector>=4.0.0
pydomo~=0.3
pydruid>=0.6.5
GeoAlchemy2~=0.12
PyYAML~=6.0
sqlalchemy-cockroachdb~=2.0
chardet==4.0.0
google-crc32c
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
mlflow-skinny<3.15,>=3.13.0
packaging
cachetools
pyspark==3.5.6
psycopg2-binary
databricks-sqlalchemy~=2.0.9
rarfile~=4.2
hdbcli
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
google-cloud-pubsub>=2.0.0
collate-data-diff[presto]
requests-ntlm
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
fastavro>=1.2.0
kubernetes<36,>=21.0.0
grpcio-tools>=1.47.2
validators~=0.22.0
pure-sasl
google-api-python-client>=2.0.0
setuptools>=78.1.1
PyJWT>=2.13.0
mistune>=3.3.0
typing-inspect
trino[sqlalchemy]
Mako>=1.3.12
collate-data-diff[vertica]
websocket-client~=1.6.1
presidio-analyzer==2.2.358
pymssql~=2.3.9
protobuf>=5.29.6
pymongo~=4.3
cx_Oracle<9,>=8.3.0
lxml>=6.1.0
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
pyodbc~=5.3.0
neo4j~=5.3
sqlalchemy-pytds~=1.0
adbc-driver-manager
pyhive[hive_pure_sasl]~=0.7
google-cloud
google-cloud-monitoring>=2.0.0
impyla[kerberos]~=0.24.0
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
google-cloud-secret-manager==2.24.0
sqlalchemy-bigquery>=1.15.0
lkml~=1.3
adlfs>=2023.1.0
sqlalchemy-pgspider
pyathena~=3.35.4
presto-types-parser>=0.0.2
jaraco.context>=6.1.0
clickhouse-sqlalchemy>=0.3
thrift<1,>=0.24.0
oracledb~=1.2
google-cloud-bigtable>=2.0.0
Jinja2>=3.1.6
pydantic<3,>=2.12.5
pandas<3,>=2.2.2
couchbase~=4.1
collate-data-diff[oracle]
jaraco.functools<4.2.0
pinotdb~=5.0
tenacity<10,>=8.0
collate-data-diff[mssql]
dbt-extractor>=0.5.0
azure-storage-blob
adbc-driver-flightsql
dagster_graphql>=1.8.0
pyOpenSSL>=26.0.0
asammdf<8.8,>=8.2
cramjam~=2.7
pure-transport==0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
shapely
databricks-sdk~=0.20.0
tabulate==0.9.0
pydoris==1.2.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
numpy<3,>=2
idna>=3.15
sqlalchemy-hana
pymysql~=1.0
elasticsearch8~=8.9.0
ndg-httpsclient~=0.5.1
google-cloud-logging
impyla~=0.24.0
pydantic-settings>=2.14.2,~=2.0
boto3~=1.41.5
requests>=2.32.4
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
giturlparse
thrift-sasl~=0.4
pyarrow<26,>=23.0.1
simple_salesforce~=1.11
paramiko<6,>=3.5
python-liquid
scikit-learn<2,>=1.4.2
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
canmatrix<1.3
httpx~=0.28.0
sqlalchemy-vertica[vertica-python]>=0.0.5

[all-dev-env]
collate-data-diff[snowflake]
ijson~=3.4
snowflake-sqlalchemy>=1.8.0
collate-data-diff>=0.11.17
avro<1.12,>=1.11.4
tableauserverclient==0.40
gitpython>=3.1.50
email-validator>=2.0
gcsfs~=2026.3
azure-storage-blob~=12.14
pyasn1>=0.6.3
iomete-sqlalchemy>=1.0.22
antlr4-python3-runtime==4.9.2
delta-spark<4.0.0,>=3.0.0
sqlalchemy<2.1,>=2.0.0
opensearch-py~=2.4.0
py7zr~=1.1.0
memory-profiler
mypy_extensions>=0.4.3
authlib>=1.6.9
cryptography>=48.0.1
spacy<3.9,>=3.8.2
azure-identity~=1.12
cached-property==1.5.2
s3fs~=2026.3
cassandra-driver>=3.28.0
collate-data-diff[trino]
databricks-sql-connector>=4.0.0
pydomo~=0.3
pydruid>=0.6.5
GeoAlchemy2~=0.12
PyYAML~=6.0
sqlalchemy-cockroachdb~=2.0
chardet==4.0.0
google-crc32c
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
mlflow-skinny<3.15,>=3.13.0
packaging
cachetools
pyspark==3.5.6
psycopg2-binary
databricks-sqlalchemy~=2.0.9
rarfile~=4.2
hdbcli
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
google-cloud-pubsub>=2.0.0
collate-data-diff[presto]
requests-ntlm
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
fastavro>=1.2.0
kubernetes<36,>=21.0.0
grpcio-tools>=1.47.2
validators~=0.22.0
pure-sasl
google-api-python-client>=2.0.0
setuptools>=78.1.1
PyJWT>=2.13.0
mistune>=3.3.0
typing-inspect
trino[sqlalchemy]
Mako>=1.3.12
collate-data-diff[vertica]
websocket-client~=1.6.1
presidio-analyzer==2.2.358
protobuf>=5.29.6
pymongo~=4.3
cx_Oracle<9,>=8.3.0
lxml>=6.1.0
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
pyodbc~=5.3.0
neo4j~=5.3
sqlalchemy-pytds~=1.0
adbc-driver-manager
pyhive[hive_pure_sasl]~=0.7
google-cloud
google-cloud-monitoring>=2.0.0
impyla[kerberos]~=0.24.0
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
google-cloud-secret-manager==2.24.0
sqlalchemy-bigquery>=1.15.0
lkml~=1.3
adlfs>=2023.1.0
sqlalchemy-pgspider
pyathena~=3.35.4
presto-types-parser>=0.0.2
jaraco.context>=6.1.0
clickhouse-sqlalchemy>=0.3
thrift<1,>=0.24.0
oracledb~=1.2
google-cloud-bigtable>=2.0.0
Jinja2>=3.1.6
pydantic<3,>=2.12.5
pandas<3,>=2.2.2
couchbase~=4.1
collate-data-diff[oracle]
jaraco.functools<4.2.0
pinotdb~=5.0
tenacity<10,>=8.0
collate-data-diff[mssql]
dbt-extractor>=0.5.0
azure-storage-blob
adbc-driver-flightsql
dagster_graphql>=1.8.0
pyOpenSSL>=26.0.0
asammdf<8.8,>=8.2
cramjam~=2.7
pure-transport==0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
shapely
databricks-sdk~=0.20.0
tabulate==0.9.0
pydoris==1.2.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
numpy<3,>=2
idna>=3.15
sqlalchemy-hana
pymysql~=1.0
elasticsearch8~=8.9.0
ndg-httpsclient~=0.5.1
google-cloud-logging
impyla~=0.24.0
pydantic-settings>=2.14.2,~=2.0
boto3~=1.41.5
requests>=2.32.4
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
giturlparse
thrift-sasl~=0.4
pyarrow<26,>=23.0.1
simple_salesforce~=1.11
paramiko<6,>=3.5
python-liquid
scikit-learn<2,>=1.4.2
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
canmatrix<1.3
httpx~=0.28.0
sqlalchemy-vertica[vertica-python]>=0.0.5

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
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]
uvloop==0.21.0
pandas-stubs~=2.2
sqlalchemy-bigquery>=1.15.0
mypy-boto3-glue
build
google-auth-stubs
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
spacy<3.9,>=3.8.2
google-api-python-client-stubs
nox
datamodel-code-generator==0.64.0
scipy-stubs
grpcio-tools>=1.47.2
pre-commit
twine
ruff~=0.15.12
basedpyright==1.39.3
types-requests
boto3-stubs

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

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
exasol-integration-test-docker-environment<7,>=6.0.0
luigi<=3.6.0,>=2.8.4

[gcs]
rarfile~=4.2
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
py7zr~=1.1.0
pyarrow<26,>=23.0.1

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[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~=1.0

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

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

[nifi]

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

[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]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
packaging
attrs
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0
ijson~=3.4
pytest-base-url
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<7,>=6.0.0
protobuf>=5.29.6
psycopg2-binary
confluent_kafka<=2.6.1,>=2.1.1
pytest-playwright
tornado>=6.5.7
python-multipart>=0.0.31
google-cloud-datacatalog>=3.6.2
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.3.2
azure-storage-blob~=12.14
google-cloud
asammdf<8.8,>=8.2
cramjam~=2.7
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
apache-airflow-providers-http>=6.0.0
sqlalchemy-redshift~=1.0.0
collate-dbt-artifacts-parser
elasticsearch<9,>=8.10
pygtrie<2.6
numpy<3,>=2
pymysql~=1.0
sqlalchemy-bigquery>=1.15.0
luigi<=3.6.0,>=2.8.4
google-cloud-logging
boto3~=1.41.5
azure-identity~=1.12
apache-airflow-providers-opensearch>=1.9.1
Werkzeug>=3.0.6
s3fs~=2026.3
fastavro>=1.2.0
pyarrow<26,>=23.0.1
grpcio-tools>=1.47.2
starlette>=0.49.1
GeoAlchemy2~=0.12
apache-airflow-providers-elasticsearch>=6.5.3
pandas<3,>=2.2.2
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
canmatrix<1.3
mlflow-skinny<3.15,>=3.13.0

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
pure-transport==0.2.0
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]
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0
avro<1.12,>=1.11.4
protobuf>=5.29.6

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

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

[slim]
trino[sqlalchemy]
Mako>=1.3.12
collate-data-diff[vertica]
websocket-client~=1.6.1
collate-data-diff[snowflake]
ijson~=3.4
snowflake-sqlalchemy>=1.8.0
collate-data-diff>=0.11.17
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
pymssql~=2.3.9
protobuf>=5.29.6
pymongo~=4.3
cx_Oracle<9,>=8.3.0
lxml>=6.1.0
tableauserverclient==0.40
confluent_kafka<=2.6.1,>=2.1.1
azure-keyvault-secrets
gitpython>=3.1.50
email-validator>=2.0
pyodbc~=5.3.0
neo4j~=5.3
gcsfs~=2026.3
adbc-driver-manager
sqlalchemy-pytds~=1.0
pyhive[hive_pure_sasl]~=0.7
azure-storage-blob~=12.14
google-cloud
google-cloud-monitoring>=2.0.0
impyla[kerberos]~=0.24.0
pyasn1>=0.6.3
iomete-sqlalchemy>=1.0.22
python-dateutil>=2.8.1
sqlalchemy-redshift~=1.0.0
antlr4-python3-runtime==4.9.2
opensearch-py~=2.4.0
sqlalchemy<2.1,>=2.0.0
py7zr~=1.1.0
google-cloud-secret-manager==2.24.0
memory-profiler
sqlalchemy-bigquery>=1.15.0
mypy_extensions>=0.4.3
adlfs>=2023.1.0
lkml~=1.3
authlib>=1.6.9
cryptography>=48.0.1
spacy<3.9,>=3.8.2
sqlalchemy-pgspider
azure-identity~=1.12
cached-property==1.5.2
s3fs~=2026.3
cassandra-driver>=3.28.0
pyathena~=3.35.4
presto-types-parser>=0.0.2
jaraco.context>=6.1.0
collate-data-diff[trino]
clickhouse-sqlalchemy>=0.3
databricks-sql-connector>=4.0.0
thrift<1,>=0.24.0
oracledb~=1.2
pydomo~=0.3
google-cloud-bigtable>=2.0.0
pydruid>=0.6.5
GeoAlchemy2~=0.12
Jinja2>=3.1.6
pydantic<3,>=2.12.5
PyYAML~=6.0
pandas<3,>=2.2.2
chardet==4.0.0
google-crc32c
sqlalchemy-cockroachdb~=2.0
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
couchbase~=4.1
mlflow-skinny<3.15,>=3.13.0
packaging
cachetools
collate-data-diff[oracle]
jaraco.functools<4.2.0
pinotdb~=5.0
tenacity<10,>=8.0
collate-data-diff[mssql]
dbt-extractor>=0.5.0
azure-storage-blob
psycopg2-binary
dagster_graphql>=1.8.0
databricks-sqlalchemy~=2.0.9
collate-data-diff[clickhouse]
rarfile~=4.2
adbc-driver-flightsql
hdbcli
google-cloud-datacatalog>=3.6.2
collate-data-diff[mysql]
pyOpenSSL>=26.0.0
asammdf<8.8,>=8.2
cramjam~=2.7
pure-transport==0.2.0
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
shapely
databricks-sdk~=0.20.0
tabulate==0.9.0
collate-dbt-artifacts-parser
jsonpatch<2.0,>=1.24
pydoris==1.2.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
google-cloud-pubsub>=2.0.0
collate-data-diff[presto]
numpy<3,>=2
idna>=3.15
sqlalchemy-hana
pymysql~=1.0
elasticsearch8~=8.9.0
ndg-httpsclient~=0.5.1
requests-ntlm
google-cloud-logging
impyla~=0.24.0
pydantic-settings>=2.14.2,~=2.0
boto3~=1.41.5
requests>=2.32.4
requests-aws4auth~=1.1
deltalake<0.20,>=0.19.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
python-dotenv>=0.19.0
collate-sqllineage==2.1.7
clickhouse-driver~=0.2
importlib-metadata>=4.13.0
fastavro>=1.2.0
giturlparse
thrift-sasl~=0.4
pyarrow<26,>=23.0.1
grpcio-tools>=1.47.2
simple_salesforce~=1.11
validators~=0.22.0
pure-sasl
google-api-python-client>=2.0.0
paramiko<6,>=3.5
setuptools>=78.1.1
PyJWT>=2.13.0
python-liquid
mistune>=3.3.0
typing-inspect
kubernetes<36,>=21.0.0
google-cloud-storage>=1.43.0
canmatrix<1.3
httpx~=0.28.0
sqlalchemy-vertica[vertica-python]>=0.0.5

[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]
trino[sqlalchemy]
collate-data-diff[vertica]
mypy-boto3-glue
snowflake-sqlalchemy>=1.8.0
ijson~=3.4
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
exasol-integration-test-docker-environment<7,>=6.0.0
minio==7.2.5
pymongo~=4.3
protobuf>=5.29.6
cx_Oracle<9,>=8.3.0
tableauserverclient==0.40
confluent_kafka<=2.6.1,>=2.1.1
gcsfs~=2026.3
dirty-equals
neo4j~=5.3
sqlalchemy-pytds~=1.0
pyhive[hive_pure_sasl]~=0.7
apache-airflow==3.3.2
kafka-python==2.0.2
google-cloud-monitoring>=2.0.0
factory-boy~=3.3.3
freezegun
delta-spark<4.0.0,>=3.0.0
opensearch-py~=2.4.0
pygtrie<2.6
sqlalchemy-bigquery>=1.15.0
lkml~=1.3
luigi<=3.6.0,>=2.8.4
spacy<3.9,>=3.8.2
sqlalchemy-pgspider
cassandra-driver>=3.28.0
s3fs~=2026.3
pyathena~=3.35.4
pytest-xdist~=3.5
testcontainers~=4.8.0
clickhouse-sqlalchemy>=0.3
databricks-sql-connector>=4.0.0
oracledb~=1.2
pydomo~=0.3
google-cloud-bigtable>=2.0.0
GeoAlchemy2~=0.12
sqlalchemy-cockroachdb~=2.0
pandas<3,>=2.2.2
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[oracle]
great-expectations~=1.3
pytest-order
collate-data-diff[mssql]
pyspark==3.5.6
requests<3,>=2.32.4
psycopg2-binary
dagster_graphql>=1.8.0
collate-data-diff[clickhouse]
google-cloud-datacatalog>=3.6.2
opentelemetry-exporter-otlp==1.37.0
pytest==7.0.1
asammdf<8.8,>=8.2
cramjam~=2.7
aiobotocore~=2.26.0
sqlalchemy_exasol<8,>=7.1.1
databricks-sdk~=0.20.0
pytest-timeout~=2.4
collate-dbt-artifacts-parser
pydoris==1.2.0
faker==37.1.0
numpy<3,>=2
coverage
pymysql~=1.0
elasticsearch8~=8.9.0
locust~=2.32.0
skops
google-cloud-logging
boto3~=1.41.5
deltalake<0.20,>=0.19.0
teradatasqlalchemy==20.0.0.2
clickhouse-driver~=0.2
giturlparse
fastavro>=1.2.0
pyarrow<26,>=23.0.1
grpcio-tools>=1.47.2
pytest-cov
validators~=0.22.0
paramiko<6,>=3.5
python-liquid
scikit-learn<2,>=1.4.2
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
canmatrix<1.3
boto3-stubs
sqlalchemy-vertica[vertica-python]>=0.0.5

[test-unit]
pytest-cov
pytest==7.0.1
pytest-rerunfailures
pytest-order
testcontainers
factory-boy~=3.3.3
sqlalchemy_exasol<8,>=7.1.1
teradatasqlalchemy==20.0.0.2
pytest-timeout~=2.4
faker==37.1.0
dirty-equals

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

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