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

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

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

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

[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]
google-cloud-logging
numpy<3,>=2
sqlalchemy-bigquery>=1.15.0
pyarrow<26,>=23.0.1
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]
clickhouse-sqlalchemy>=0.3
clickhouse-driver~=0.2
collate-data-diff[clickhouse]

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

[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
google-cloud-storage>=1.43.0
boto3~=1.41.5
azure-storage-blob~=12.14

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

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

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

[glue]
boto3~=1.41.5

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

[great-expectations]
great-expectations~=1.3

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

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

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

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

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

[nifi]

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

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

[pinotdb]
pinotdb~=5.0

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

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

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

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.6.9
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

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

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

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

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

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