sqlalchemy<3,>=2.0.0
jaraco.functools<4.2.0
tabulate==0.9.0
email-validator>=2.0
Mako>=1.3.12
importlib-metadata>=4.13.0
jsonpatch<2.0,>=1.24
requests>=2.23
pymysql~=1.0
Jinja2>=2.11.3
google-cloud-secret-manager==2.24.0
idna>=3.15
typing-inspect
google-crc32c
antlr4-python3-runtime==4.9.2
cached-property==1.5.2
python-dateutil>=2.8.1
memory-profiler
packaging
httpx~=0.28.0
requests-aws4auth~=1.1
azure-identity~=1.12
kubernetes<36,>=21.0.0
mistune>=3.3.0
collate-sqllineage>=2.1.3
jaraco.context>=6.1.0
boto3~=1.41.5
PyJWT>=2.13.0
chardet==4.0.0
pydantic<2.12,>=2.7.0,~=2.0
python-dotenv>=0.19.0
collate-data-diff>=0.11.11
dbt-extractor>=0.5.0
tenacity<10,>=8.0
cachetools
lxml>=6.1.0
azure-keyvault-secrets
setuptools>=78.1.1
cryptography>=48.0.1
pydantic-settings>=2.14.2,~=2.0
shapely
PyYAML~=6.0
mypy_extensions>=0.4.3

[airflow]
apache-airflow-providers-opensearch>=1.9.1
python-multipart>=0.0.31
apache-airflow==3.2.2
Werkzeug>=3.0.6
opentelemetry-exporter-otlp==1.37.0
tornado>=6.5.7
apache-airflow-providers-elasticsearch>=6.5.3
attrs
starlette>=0.49.1
apache-airflow-providers-http>=6.0.0

[all]
jaraco.functools<4.2.0
pyodbc~=5.3.0
adbc-driver-flightsql
tabulate==0.9.0
gcsfs~=2026.3
rarfile~=4.2
jsonpatch<2.0,>=1.24
requests>=2.23
exasol-integration-test-docker-environment<4,>=3.1.0
typing-inspect
idna>=3.15
msal~=1.2
cached-property==1.5.2
couchbase~=4.1
dagster_graphql>=1.8.0
oracledb~=1.2
cassandra-driver>=3.28.0
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
authlib>=1.6.9
httpx~=0.28.0
cx_Oracle<9,>=8.3.0
google-cloud-bigtable>=2.0.0
mistune>=3.3.0
collate-sqllineage>=2.1.3
PyJWT>=2.13.0
pydantic<2.12,>=2.7.0,~=2.0
sqlalchemy-redshift~=1.0.0
iomete-sqlalchemy>=1.0.22
pymongo~=4.3
thrift<1,>=0.13
scikit-learn<2,>=1.3
spacy<3.8
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
shapely
clickhouse-sqlalchemy>=0.3
asammdf~=7.4.5
mypy_extensions>=0.4.3
giturlparse
pandas~=2.1.4
collate-data-diff[oracle]
importlib-metadata>=4.13.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery>=1.15.0
pymysql~=1.0
croniter<3
sqlalchemy-cockroachdb~=2.0
google-cloud-secret-manager==2.24.0
snowflake-sqlalchemy>=1.8.0
databricks-sql-connector>=4.0.0
presto-types-parser>=0.0.2
packaging
lkml~=1.3
websocket-client~=1.6.1
jaraco.context>=6.1.0
boto3~=1.41.5
chardet==4.0.0
google-cloud-storage>=1.43.0
collate-data-diff>=0.11.11
py7zr~=1.1.0
tenacity<10,>=8.0
trino[sqlalchemy]
azure-storage-blob~=12.14
azure-keyvault-secrets
setuptools>=78.1.1
cryptography>=48.0.1
pyathena~=3.25.0
numpy<2
psycopg2-binary
pyOpenSSL>=26.0.0
cramjam~=2.7
sqlalchemy<3,>=2.0.0
neo4j~=5.3
email-validator>=2.0
Mako>=1.3.12
teradatasqlalchemy==20.0.0.2
delta-spark<4.0.0,>=3.0.0
sqlalchemy-pytds~=0.3
validators~=0.22.0
pydruid>=0.6.5
hdbcli
pyspark==3.5.6
fastavro>=1.2.0
presidio-analyzer==2.2.358
google-crc32c
pinotdb~=5.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mssql]
avro<1.12,>=1.11.4
impyla[kerberos]~=0.18.0
pure-sasl
requests-aws4auth~=1.1
google-cloud
collate-data-diff[presto]
python-dotenv>=0.19.0
aiobotocore~=2.26.0
pyhive[hive_pure_sasl]~=0.7
lxml>=6.1.0
google-cloud-logging
great-expectations~=1.0
kafka-connect-py==0.10.11
pydantic-settings>=2.14.2,~=2.0
confluent_kafka<=2.6.1,>=2.1.1
tableauserverclient==0.40
opensearch-py~=2.4.0
elasticsearch8~=8.9.0
collate-data-diff[vertica]
pyarrow<26,>=23.0.1
pyasn1>=0.6.3
sqlalchemy-pgspider
ndg-httpsclient~=0.5.1
databricks-sqlalchemy~=2.0.9
GeoAlchemy2~=0.12
pydomo~=0.3
s3fs~=2026.3
impyla~=0.18.0
simple_salesforce~=1.11
grpcio-tools>=1.47.2
google-api-python-client>=2.0.0
sqlalchemy-hana
Jinja2>=2.11.3
pymssql~=2.3.9
google-cloud-pubsub>=2.0.0
antlr4-python3-runtime==4.9.2
ijson~=3.4
python-liquid
memory-profiler
collate-dbt-artifacts-parser
azure-storage-blob
looker-sdk!=24.18.0,>=22.20.0
adlfs>=2023.1.0
azure-identity~=1.12
sqlalchemy_exasol<7,>=6
clickhouse-driver~=0.2
kubernetes<36,>=21.0.0
collate-data-diff[clickhouse]
thrift-sasl~=0.4
collate-data-diff[trino]
dbt-extractor>=0.5.0
cachetools
adbc-driver-manager
gitpython~=3.1.34
sqlalchemy-vertica[vertica-python]>=0.0.5
databricks-sdk~=0.20.0
collate-data-diff[mysql]
pure-transport==0.2.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
requests-ntlm
collate-data-diff[snowflake]
protobuf>=5.29.6

[all-dev-env]
jaraco.functools<4.2.0
pyodbc~=5.3.0
adbc-driver-flightsql
tabulate==0.9.0
gcsfs~=2026.3
rarfile~=4.2
jsonpatch<2.0,>=1.24
requests>=2.23
exasol-integration-test-docker-environment<4,>=3.1.0
typing-inspect
idna>=3.15
msal~=1.2
cached-property==1.5.2
couchbase~=4.1
dagster_graphql>=1.8.0
oracledb~=1.2
cassandra-driver>=3.28.0
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
authlib>=1.6.9
httpx~=0.28.0
cx_Oracle<9,>=8.3.0
google-cloud-bigtable>=2.0.0
mistune>=3.3.0
collate-sqllineage>=2.1.3
PyJWT>=2.13.0
pydantic<2.12,>=2.7.0,~=2.0
sqlalchemy-redshift~=1.0.0
iomete-sqlalchemy>=1.0.22
pymongo~=4.3
thrift<1,>=0.13
scikit-learn<2,>=1.3
spacy<3.8
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
shapely
clickhouse-sqlalchemy>=0.3
asammdf~=7.4.5
mypy_extensions>=0.4.3
giturlparse
pandas~=2.1.4
collate-data-diff[oracle]
importlib-metadata>=4.13.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery>=1.15.0
pymysql~=1.0
croniter<3
sqlalchemy-cockroachdb~=2.0
google-cloud-secret-manager==2.24.0
snowflake-sqlalchemy>=1.8.0
databricks-sql-connector>=4.0.0
presto-types-parser>=0.0.2
packaging
lkml~=1.3
websocket-client~=1.6.1
jaraco.context>=6.1.0
boto3~=1.41.5
chardet==4.0.0
google-cloud-storage>=1.43.0
collate-data-diff>=0.11.11
py7zr~=1.1.0
tenacity<10,>=8.0
trino[sqlalchemy]
azure-storage-blob~=12.14
azure-keyvault-secrets
setuptools>=78.1.1
cryptography>=48.0.1
pyathena~=3.25.0
numpy<2
psycopg2-binary
pyOpenSSL>=26.0.0
cramjam~=2.7
sqlalchemy<3,>=2.0.0
neo4j~=5.3
email-validator>=2.0
Mako>=1.3.12
teradatasqlalchemy==20.0.0.2
delta-spark<4.0.0,>=3.0.0
sqlalchemy-pytds~=0.3
validators~=0.22.0
pydruid>=0.6.5
hdbcli
pyspark==3.5.6
fastavro>=1.2.0
presidio-analyzer==2.2.358
google-crc32c
pinotdb~=5.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mssql]
avro<1.12,>=1.11.4
impyla[kerberos]~=0.18.0
pure-sasl
requests-aws4auth~=1.1
google-cloud
collate-data-diff[presto]
python-dotenv>=0.19.0
aiobotocore~=2.26.0
pyhive[hive_pure_sasl]~=0.7
lxml>=6.1.0
google-cloud-logging
great-expectations~=1.0
kafka-connect-py==0.10.11
pydantic-settings>=2.14.2,~=2.0
confluent_kafka<=2.6.1,>=2.1.1
tableauserverclient==0.40
opensearch-py~=2.4.0
elasticsearch8~=8.9.0
collate-data-diff[vertica]
pyarrow<26,>=23.0.1
pyasn1>=0.6.3
sqlalchemy-pgspider
ndg-httpsclient~=0.5.1
databricks-sqlalchemy~=2.0.9
GeoAlchemy2~=0.12
pydomo~=0.3
s3fs~=2026.3
impyla~=0.18.0
simple_salesforce~=1.11
grpcio-tools>=1.47.2
google-api-python-client>=2.0.0
sqlalchemy-hana
Jinja2>=2.11.3
google-cloud-pubsub>=2.0.0
antlr4-python3-runtime==4.9.2
ijson~=3.4
python-liquid
memory-profiler
collate-dbt-artifacts-parser
azure-storage-blob
looker-sdk!=24.18.0,>=22.20.0
adlfs>=2023.1.0
azure-identity~=1.12
sqlalchemy_exasol<7,>=6
clickhouse-driver~=0.2
kubernetes<36,>=21.0.0
collate-data-diff[clickhouse]
thrift-sasl~=0.4
collate-data-diff[trino]
dbt-extractor>=0.5.0
cachetools
adbc-driver-manager
gitpython~=3.1.34
sqlalchemy-vertica[vertica-python]>=0.0.5
databricks-sdk~=0.20.0
collate-data-diff[mysql]
pure-transport==0.2.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
requests-ntlm
collate-data-diff[snowflake]
protobuf>=5.29.6

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]

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

[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]
mypy-boto3-glue
uvloop==0.21.0
isort
pre-commit
pylint~=3.2.0
presidio-analyzer==2.2.358
datamodel-code-generator==0.25.6
pycln
nox
twine
build
spacy<3.8
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
basedpyright~=1.39.0
avro<1.12,>=1.11.4
boto3-stubs
black==22.3.0

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

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

[gcs]
rarfile~=4.2
pandas~=2.1.4
py7zr~=1.1.0
pyarrow<26,>=23.0.1
google-cloud-storage>=1.43.0

[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
packaging
psycopg2-binary
GeoAlchemy2~=0.12

[hive]
thrift<1,>=0.13
presto-types-parser>=0.0.2
thrift-sasl~=0.4
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
impyla~=0.18.0
pure-sasl

[impala]
thrift<1,>=0.13
pure-sasl
impyla[kerberos]~=0.18.0
presto-types-parser>=0.0.2
thrift-sasl~=0.4

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

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

[mongo]
pandas~=2.1.4
pymongo~=4.3
numpy<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]
fastavro>=1.2.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.1.4
numpy<2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
cramjam~=2.7
pandas~=2.1.4
python-multipart>=0.0.31
pytest-base-url
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
s3fs~=2026.3
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
pymysql~=1.0
apache-airflow-providers-opensearch>=1.9.1
fastavro>=1.2.0
presidio-analyzer==2.2.358
snowflake-sqlalchemy>=1.8.0
Werkzeug>=3.0.6
ijson~=3.4
mlflow-skinny<3.15,>=3.13.0
packaging
tornado>=6.5.7
collate-dbt-artifacts-parser
apache-airflow-providers-elasticsearch>=6.5.3
avro<1.12,>=1.11.4
opentelemetry-exporter-otlp==1.37.0
azure-identity~=1.12
google-cloud
boto3~=1.41.5
google-cloud-storage>=1.43.0
aiobotocore~=2.26.0
sqlalchemy-redshift~=1.0.0
attrs
google-cloud-logging
azure-storage-blob~=12.14
pytest-playwright
numpy<2
starlette>=0.49.1
apache-airflow-providers-http>=6.0.0
psycopg2-binary
apache-airflow==3.2.2
collate-data-diff[mysql]
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
confluent_kafka<=2.6.1,>=2.1.1
pyarrow<26,>=23.0.1
collate-data-diff[snowflake]
asammdf~=7.4.5
protobuf>=5.29.6

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
presto-types-parser>=0.0.2
pyhive[hive_pure_sasl]~=0.7
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]
fastavro>=1.2.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
confluent_kafka<=2.6.1,>=2.1.1
protobuf>=5.29.6

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

[s3]
rarfile~=4.2
pandas~=2.1.4
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
spacy<3.8
sqlalchemy-bigquery>=1.15.0
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

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

[slim]
cramjam~=2.7
sqlalchemy<3,>=2.0.0
neo4j~=5.3
jaraco.functools<4.2.0
pyodbc~=5.3.0
adbc-driver-flightsql
tabulate==0.9.0
email-validator>=2.0
Mako>=1.3.12
gcsfs~=2026.3
teradatasqlalchemy==20.0.0.2
rarfile~=4.2
jsonpatch<2.0,>=1.24
requests>=2.23
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-pytds~=0.3
validators~=0.22.0
pydruid>=0.6.5
typing-inspect
idna>=3.15
fastavro>=1.2.0
presidio-analyzer==2.2.358
hdbcli
google-crc32c
msal~=1.2
cached-property==1.5.2
pinotdb~=5.0
couchbase~=4.1
dagster_graphql>=1.8.0
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mssql]
cassandra-driver>=3.28.0
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
authlib>=1.6.9
httpx~=0.28.0
avro<1.12,>=1.11.4
pure-sasl
impyla[kerberos]~=0.18.0
cx_Oracle<9,>=8.3.0
requests-aws4auth~=1.1
google-cloud-bigtable>=2.0.0
mistune>=3.3.0
google-cloud
collate-sqllineage>=2.1.3
collate-data-diff[presto]
PyJWT>=2.13.0
pydantic<2.12,>=2.7.0,~=2.0
python-dotenv>=0.19.0
aiobotocore~=2.26.0
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-redshift~=1.0.0
lxml>=6.1.0
google-cloud-logging
great-expectations~=1.0
kafka-connect-py==0.10.11
iomete-sqlalchemy>=1.0.22
pymongo~=4.3
thrift<1,>=0.13
spacy<3.8
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
pydantic-settings>=2.14.2,~=2.0
confluent_kafka<=2.6.1,>=2.1.1
requests-ntlm
shapely
tableauserverclient==0.40
opensearch-py~=2.4.0
elasticsearch8~=8.9.0
collate-data-diff[vertica]
pyarrow<26,>=23.0.1
pyasn1>=0.6.3
clickhouse-sqlalchemy>=0.3
mypy_extensions>=0.4.3
asammdf~=7.4.5
giturlparse
sqlalchemy-pgspider
pandas~=2.1.4
ndg-httpsclient~=0.5.1
databricks-sqlalchemy~=2.0.9
GeoAlchemy2~=0.12
collate-data-diff[oracle]
importlib-metadata>=4.13.0
pydomo~=0.3
google-cloud-datacatalog>=3.6.2
s3fs~=2026.3
impyla~=0.18.0
sqlalchemy-bigquery>=1.15.0
pymysql~=1.0
grpcio-tools>=1.47.2
google-api-python-client>=2.0.0
croniter<3
simple_salesforce~=1.11
Jinja2>=2.11.3
google-cloud-secret-manager==2.24.0
sqlalchemy-cockroachdb~=2.0
pymssql~=2.3.9
sqlalchemy-hana
snowflake-sqlalchemy>=1.8.0
google-cloud-pubsub>=2.0.0
antlr4-python3-runtime==4.9.2
databricks-sql-connector>=4.0.0
ijson~=3.4
presto-types-parser>=0.0.2
python-liquid
memory-profiler
packaging
lkml~=1.3
collate-dbt-artifacts-parser
azure-storage-blob
looker-sdk!=24.18.0,>=22.20.0
websocket-client~=1.6.1
adlfs>=2023.1.0
azure-identity~=1.12
sqlalchemy_exasol<7,>=6
clickhouse-driver~=0.2
kubernetes<36,>=21.0.0
jaraco.context>=6.1.0
collate-data-diff[clickhouse]
boto3~=1.41.5
chardet==4.0.0
google-cloud-storage>=1.43.0
thrift-sasl~=0.4
collate-data-diff>=0.11.11
py7zr~=1.1.0
collate-data-diff[trino]
dbt-extractor>=0.5.0
tenacity<10,>=8.0
cachetools
adbc-driver-manager
azure-storage-blob~=12.14
gitpython~=3.1.34
azure-keyvault-secrets
setuptools>=78.1.1
cryptography>=48.0.1
pyathena~=3.25.0
numpy<2
trino[sqlalchemy]
psycopg2-binary
databricks-sdk~=0.20.0
sqlalchemy-vertica[vertica-python]>=0.0.5
pyOpenSSL>=26.0.0
collate-data-diff[mysql]
pure-transport==0.2.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
oracledb~=1.2
collate-data-diff[snowflake]
protobuf>=5.29.6

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
minio==7.2.5
gcsfs~=2026.3
exasol-integration-test-docker-environment<4,>=3.1.0
dagster_graphql>=1.8.0
cassandra-driver>=3.28.0
deltalake<0.20,>=0.19.0
cx_Oracle<9,>=8.3.0
google-cloud-bigtable>=2.0.0
pymongo~=4.3
scikit-learn<2,>=1.3
spacy<3.8
clickhouse-sqlalchemy>=0.3
giturlparse
asammdf~=7.4.5
pandas~=2.1.4
coverage
locust~=2.32.0
collate-data-diff[oracle]
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery>=1.15.0
pymysql~=1.0
croniter<3
sqlalchemy-cockroachdb~=2.0
snowflake-sqlalchemy>=1.8.0
databricks-sql-connector>=4.0.0
lkml~=1.3
boto3~=1.41.5
google-cloud-storage>=1.43.0
trino[sqlalchemy]
numpy<2
pyathena~=3.25.0
psycopg2-binary
mypy-boto3-glue
dirty-equals
freezegun
cramjam~=2.7
neo4j~=5.3
skops
teradatasqlalchemy==20.0.0.2
delta-spark<4.0.0,>=3.0.0
sqlalchemy-pytds~=0.3
validators~=0.22.0
faker==37.1.0
pytest==7.0.1
pyspark==3.5.6
fastavro>=1.2.0
presidio-analyzer==2.2.358
mlflow-skinny<3.15,>=3.13.0
collate-data-diff[mssql]
avro<1.12,>=1.11.4
pytest-xdist~=3.5
factory-boy~=3.3.3
pyhive[hive_pure_sasl]~=0.7
aiobotocore~=2.26.0
great-expectations~=0.18.0
google-cloud-logging
kafka-connect-py==0.10.11
confluent_kafka<=2.6.1,>=2.1.1
tableauserverclient==0.40
opensearch-py~=2.4.0
elasticsearch8~=8.9.0
pyarrow<26,>=23.0.1
sqlalchemy-pgspider
GeoAlchemy2~=0.12
pydomo~=0.3
s3fs~=2026.3
grpcio-tools>=1.47.2
kafka-python==2.0.2
ijson~=3.4
python-liquid
collate-dbt-artifacts-parser
requests<3,>=2.31.0
looker-sdk!=24.18.0,>=22.20.0
opentelemetry-exporter-otlp==1.37.0
sqlalchemy_exasol<7,>=6
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
pytest-cov
apache-airflow==3.2.2
databricks-sdk~=0.20.0
collate-data-diff[mysql]
pytest-order
google-cloud-monitoring>=2.0.0
oracledb~=1.2
boto3-stubs
protobuf>=5.29.6

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

[test:python_version < "3.9"]
testcontainers==3.7.1

[test:python_version >= "3.9"]
testcontainers~=4.8.0

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

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