pydantic<2.12,>=2.7.0,~=2.0
httpx~=0.28.0
jaraco.functools<4.2.0
Jinja2>=2.11.3
requests-aws4auth~=1.1
typing-inspect
snowflake-connector-python<4.0.0,>=3.13.1
python-dateutil>=2.8.1
tabulate==0.9.0
azure-identity~=1.12
collate-sqllineage~=2.0
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
pydantic-settings>=2.7.0,~=2.0
importlib-metadata>=4.13.0
kubernetes>=21.0.0
antlr4-python3-runtime==4.9.2
requests>=2.23
setuptools<81,>=78.1.1
packaging
chardet==4.0.0
shapely
collate-data-diff>=0.11.9
google-crc32c
python-dotenv>=0.19.0
pymysql~=1.0
jsonpatch<2.0,>=1.24
email-validator>=2.0
sqlalchemy<2,>=1.4.0
boto3<2.0,>=1.20
mypy_extensions>=0.4.3
cached-property==1.5.2
PyYAML~=6.0
memory-profiler
azure-keyvault-secrets

[:python_version < "3.9"]
mysql-connector-python>=8.0.29

[:python_version >= "3.9"]
mysql-connector-python>=9.1

[airflow]
attrs
apache-airflow==3.1.5
opentelemetry-exporter-otlp==1.37.0

[all]
spacy<3.8
sqlalchemy_exasol<6,>=5
cx_Oracle<9,>=8.3.0
clickhouse-sqlalchemy~=0.2.0
pymongo~=4.3
typing-inspect
protobuf
python-liquid
presto-types-parser>=0.0.2
gitpython~=3.1.34
authlib>=1.3.1
neo4j~=5.3
pyarrow~=16.0
sqlalchemy-databricks~=0.1
collate-data-diff[oracle]
msal~=1.2
collate-data-diff[presto]
pymssql~=2.2.0
delta-spark<4.0.0,>=3.0.0
google-cloud
pydomo~=0.3
snowflake-sqlalchemy~=1.4
pydoris==1.0.2
couchbase~=4.1
GeoAlchemy2~=0.12
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
kubernetes>=21.0.0
antlr4-python3-runtime==4.9.2
requests>=2.23
setuptools<81,>=78.1.1
adlfs>=2023.1.0
packaging
sqlalchemy-bigquery~=1.15.0
exasol-integration-test-docker-environment<4,>=3.1.0
chardet==4.0.0
mlflow-skinny~=3.6.0
shapely
simple_salesforce~=1.11
google-crc32c
python-dotenv>=0.19.0
pyathena~=3.0
email-validator>=2.0
boto3<2.0,>=1.20
psycopg2-binary
dagster_graphql>=1.8.0
mypy_extensions>=0.4.3
azure-storage-blob
cassandra-driver>=3.28.0
pinotdb~=5.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
cached-property==1.5.2
tableauserverclient==0.25
hdbcli
collate-data-diff[vertica]
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
ndg-httpsclient~=0.5.1
azure-keyvault-secrets
avro<1.12,>=1.11.4
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
numpy<2
httpx~=0.28.0
pandas~=2.0.3
pure-sasl
sqlalchemy-redshift==0.8.12
jaraco.functools<4.2.0
pyasn1~=0.6.0
great-expectations~=1.0
Jinja2>=2.11.3
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
collate-data-diff[mssql]
python-dateutil>=2.8.1
pyodbc<5,>=4.0.35
tabulate==0.9.0
clickhouse-driver~=0.2
sqlalchemy-cockroachdb~=2.0
asammdf~=7.4.5
looker-sdk!=24.18.0,>=22.20.0
cachetools
cramjam~=2.7
azure-identity~=1.12
deltalake<0.20,>=0.19.0
collate-sqllineage~=2.0
croniter<3
impyla~=0.18.0
lkml~=1.3
impyla[kerberos]~=0.18.0
sqlalchemy-hana
collate-data-diff[trino]
google-cloud-secret-manager==2.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
cryptography>=42.0.0
websocket-client~=1.6.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-logging
elasticsearch8~=8.9.0
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
scikit-learn~=1.0
collate-data-diff>=0.11.9
sqlalchemy-pytds~=0.3
oracledb~=1.2
collate-dbt-artifacts-parser
pyspark==3.5.6
pymysql~=1.0
grpcio-tools>=1.47.2
jsonpatch<2.0,>=1.24
opensearch-py~=2.4.0
trino[sqlalchemy]
collate-data-diff[clickhouse]
databricks-sdk~=0.20.0
sqlalchemy<2,>=1.4.0
pure-transport==0.2.0
fastavro>=1.2.0
thrift<1,>=0.13
giturlparse
pyOpenSSL~=24.1.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
collate-data-diff[snowflake]
memory-profiler
validators~=0.22.0
gcsfs>=2023.1.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0

[all-dev-env]
spacy<3.8
sqlalchemy_exasol<6,>=5
cx_Oracle<9,>=8.3.0
clickhouse-sqlalchemy~=0.2.0
pymongo~=4.3
typing-inspect
protobuf
python-liquid
presto-types-parser>=0.0.2
gitpython~=3.1.34
authlib>=1.3.1
neo4j~=5.3
pyarrow~=16.0
sqlalchemy-databricks~=0.1
collate-data-diff[oracle]
msal~=1.2
collate-data-diff[presto]
delta-spark<4.0.0,>=3.0.0
google-cloud
pydomo~=0.3
snowflake-sqlalchemy~=1.4
pydoris==1.0.2
couchbase~=4.1
GeoAlchemy2~=0.12
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
kubernetes>=21.0.0
antlr4-python3-runtime==4.9.2
requests>=2.23
setuptools<81,>=78.1.1
adlfs>=2023.1.0
packaging
sqlalchemy-bigquery~=1.15.0
exasol-integration-test-docker-environment<4,>=3.1.0
chardet==4.0.0
mlflow-skinny~=3.6.0
shapely
simple_salesforce~=1.11
google-crc32c
python-dotenv>=0.19.0
pyathena~=3.0
email-validator>=2.0
boto3<2.0,>=1.20
psycopg2-binary
dagster_graphql>=1.8.0
mypy_extensions>=0.4.3
azure-storage-blob
cassandra-driver>=3.28.0
pinotdb~=5.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
cached-property==1.5.2
tableauserverclient==0.25
hdbcli
collate-data-diff[vertica]
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
ndg-httpsclient~=0.5.1
azure-keyvault-secrets
avro<1.12,>=1.11.4
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
numpy<2
httpx~=0.28.0
pandas~=2.0.3
pure-sasl
sqlalchemy-redshift==0.8.12
jaraco.functools<4.2.0
pyasn1~=0.6.0
great-expectations~=1.0
Jinja2>=2.11.3
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
collate-data-diff[mssql]
python-dateutil>=2.8.1
pyodbc<5,>=4.0.35
tabulate==0.9.0
clickhouse-driver~=0.2
sqlalchemy-cockroachdb~=2.0
asammdf~=7.4.5
looker-sdk!=24.18.0,>=22.20.0
cachetools
cramjam~=2.7
azure-identity~=1.12
deltalake<0.20,>=0.19.0
collate-sqllineage~=2.0
croniter<3
impyla~=0.18.0
lkml~=1.3
impyla[kerberos]~=0.18.0
sqlalchemy-hana
collate-data-diff[trino]
google-cloud-secret-manager==2.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
cryptography>=42.0.0
websocket-client~=1.6.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-logging
elasticsearch8~=8.9.0
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
scikit-learn~=1.0
collate-data-diff>=0.11.9
sqlalchemy-pytds~=0.3
oracledb~=1.2
collate-dbt-artifacts-parser
pyspark==3.5.6
pymysql~=1.0
grpcio-tools>=1.47.2
jsonpatch<2.0,>=1.24
opensearch-py~=2.4.0
trino[sqlalchemy]
collate-data-diff[clickhouse]
databricks-sdk~=0.20.0
sqlalchemy<2,>=1.4.0
pure-transport==0.2.0
fastavro>=1.2.0
thrift<1,>=0.13
giturlparse
pyOpenSSL~=24.1.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
collate-data-diff[snowflake]
memory-profiler
validators~=0.22.0
gcsfs>=2023.1.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0

[all-dev-env:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all-dev-env:python_version >= "3.9"]
mysql-connector-python>=9.1

[all:python_version < "3.9"]
mysql-connector-python>=8.0.29

[all:python_version >= "3.9"]
mysql-connector-python>=9.1

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
boto3<2.0,>=1.20
azure-storage-blob
azure-identity~=1.12

[bigquery]
numpy<2
google-cloud-datacatalog>=3.6.2
google-cloud-logging
pyarrow~=16.0
sqlalchemy-bigquery~=1.15.0
cachetools

[bigtable]
pandas~=2.0.3
numpy<2
google-cloud-bigtable>=2.0.0

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy~=0.2.0
collate-data-diff[clickhouse]

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyasn1~=0.6.0
ndg-httpsclient~=0.5.1
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
pyhive[hive_pure_sasl]~=0.7

[datalake-azure]
numpy<2
pandas~=2.0.3
asammdf~=7.4.5
azure-storage-blob~=12.14
adlfs>=2023.1.0
cramjam~=2.7
pyarrow~=16.0
boto3<2.0,>=1.20
avro<1.12,>=1.11.4
azure-identity~=1.12

[datalake-gcs]
numpy<2
pyarrow~=16.0
pandas~=2.0.3
google-cloud-monitoring>=2.0.0
asammdf~=7.4.5
cramjam~=2.7
gcsfs>=2023.1.0
boto3<2.0,>=1.20
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0

[datalake-s3]
numpy<2
pandas~=2.0.3
pyarrow~=16.0
boto3<2.0,>=1.20
avro<1.12,>=1.11.4
cramjam~=2.7
asammdf~=7.4.5

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
collate-dbt-artifacts-parser
google-cloud
azure-identity~=1.12
azure-storage-blob~=12.14
boto3<2.0,>=1.20
google-cloud-storage>=1.43.0

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3<2.0,>=1.20

[e2e_test]
pytest-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy_exasol<6,>=5

[glue]
boto3<2.0,>=1.20

[great-expectations]
great-expectations~=0.18.0

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

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

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

[iceberg]
pydantic<2.12,>=2.7.0,~=2.0
pyarrow~=16.0
pyiceberg==0.5.1
adlfs>=2023.1.0
gcsfs>=2023.1.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3<2.0,>=1.20

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

[mlflow]
mlflow-skinny~=3.6.0

[mongo]
pymongo~=4.3
numpy<2
pandas~=2.0.3

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

[mssql-odbc]
pyodbc<5,>=4.0.35
collate-data-diff[mssql]

[mysql]
pymysql~=1.0
collate-data-diff[mysql]

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
spacy<3.8
numpy<2
presidio-analyzer==2.2.358
pandas~=2.0.3

[pinotdb]
pinotdb~=5.0

[playwright]
packaging
numpy<2
pandas~=2.0.3
collate-dbt-artifacts-parser
pymysql~=1.0
grpcio-tools>=1.47.2
apache-airflow==3.1.5
protobuf
sqlalchemy-redshift==0.8.12
pyarrow~=16.0
asammdf~=7.4.5
cachetools
psycopg2-binary
boto3<2.0,>=1.20
cramjam~=2.7
azure-identity~=1.12
pytest-playwright
pytest-base-url
google-cloud-storage>=1.43.0
google-cloud-datacatalog>=3.6.2
google-cloud
presidio-analyzer==2.2.358
snowflake-sqlalchemy~=1.4
collate-data-diff[snowflake]
GeoAlchemy2~=0.12
google-cloud-logging
azure-storage-blob~=12.14
confluent_kafka<=2.6.1,>=2.1.1
opentelemetry-exporter-otlp==1.37.0
attrs
fastavro>=1.2.0
sqlalchemy-bigquery~=1.15.0
avro<1.12,>=1.11.4
collate-data-diff[mysql]
mlflow-skinny~=3.6.0

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

[powerbi]
msal~=1.2
google-cloud-storage>=1.43.0
azure-storage-blob~=12.14
boto3<2.0,>=1.20
azure-identity~=1.12

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.2.0

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3<2.0,>=1.20

[redash]
packaging

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

[redshift]
GeoAlchemy2~=0.12
psycopg2-binary
sqlalchemy-redshift==0.8.12

[sagemaker]
boto3<2.0,>=1.20

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
spacy<3.8
sqlalchemy_exasol<6,>=5
cx_Oracle<9,>=8.3.0
clickhouse-sqlalchemy~=0.2.0
pymongo~=4.3
typing-inspect
protobuf
python-liquid
presto-types-parser>=0.0.2
gitpython~=3.1.34
authlib>=1.3.1
neo4j~=5.3
pyarrow~=16.0
sqlalchemy-databricks~=0.1
collate-data-diff[oracle]
msal~=1.2
collate-data-diff[presto]
pymssql~=2.2.0
google-cloud
pydomo~=0.3
snowflake-sqlalchemy~=1.4
pydoris==1.0.2
couchbase~=4.1
GeoAlchemy2~=0.12
google-cloud-bigtable>=2.0.0
thrift-sasl~=0.4
kubernetes>=21.0.0
antlr4-python3-runtime==4.9.2
requests>=2.23
setuptools<81,>=78.1.1
adlfs>=2023.1.0
packaging
sqlalchemy-bigquery~=1.15.0
exasol-integration-test-docker-environment<4,>=3.1.0
chardet==4.0.0
mlflow-skinny~=3.6.0
shapely
simple_salesforce~=1.11
google-crc32c
python-dotenv>=0.19.0
pyathena~=3.0
email-validator>=2.0
boto3<2.0,>=1.20
psycopg2-binary
dagster_graphql>=1.8.0
mypy_extensions>=0.4.3
azure-storage-blob
cassandra-driver>=3.28.0
pinotdb~=5.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-ibmi~=0.9.3
presidio-analyzer==2.2.358
cached-property==1.5.2
tableauserverclient==0.25
hdbcli
collate-data-diff[vertica]
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
ndg-httpsclient~=0.5.1
azure-keyvault-secrets
avro<1.12,>=1.11.4
collate-data-diff[mysql]
teradatasqlalchemy==20.0.0.2
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
numpy<2
httpx~=0.28.0
pandas~=2.0.3
pure-sasl
sqlalchemy-redshift==0.8.12
jaraco.functools<4.2.0
pyasn1~=0.6.0
great-expectations~=1.0
Jinja2>=2.11.3
requests-aws4auth~=1.1
snowflake-connector-python<4.0.0,>=3.13.1
collate-data-diff[mssql]
python-dateutil>=2.8.1
pyodbc<5,>=4.0.35
tabulate==0.9.0
clickhouse-driver~=0.2
sqlalchemy-cockroachdb~=2.0
asammdf~=7.4.5
looker-sdk!=24.18.0,>=22.20.0
cachetools
cramjam~=2.7
azure-identity~=1.12
deltalake<0.20,>=0.19.0
collate-sqllineage~=2.0
croniter<3
impyla~=0.18.0
lkml~=1.3
impyla[kerberos]~=0.18.0
sqlalchemy-hana
collate-data-diff[trino]
google-cloud-secret-manager==2.24.0
sqlalchemy-vertica[vertica-python]>=0.0.5
sqlalchemy-pgspider
cryptography>=42.0.0
websocket-client~=1.6.1
pydantic-settings>=2.7.0,~=2.0
google-cloud-logging
elasticsearch8~=8.9.0
importlib-metadata>=4.13.0
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
collate-data-diff>=0.11.9
sqlalchemy-pytds~=0.3
oracledb~=1.2
collate-dbt-artifacts-parser
pymysql~=1.0
grpcio-tools>=1.47.2
jsonpatch<2.0,>=1.24
opensearch-py~=2.4.0
trino[sqlalchemy]
collate-data-diff[clickhouse]
databricks-sdk~=0.20.0
sqlalchemy<2,>=1.4.0
pure-transport==0.2.0
fastavro>=1.2.0
thrift<1,>=0.13
giturlparse
pyOpenSSL~=24.1.0
google-cloud-monitoring>=2.0.0
PyYAML~=6.0
collate-data-diff[snowflake]
memory-profiler
validators~=0.22.0
gcsfs>=2023.1.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0

[slim:python_version < "3.9"]
mysql-connector-python>=8.0.29

[slim:python_version >= "3.9"]
mysql-connector-python>=9.1

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy~=1.4

[superset]

[tableau]
packaging
validators~=0.22.0
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
spacy<3.8
cx_Oracle<9,>=8.3.0
sqlalchemy_exasol<6,>=5
pymongo~=4.3
clickhouse-sqlalchemy~=0.2.0
protobuf
python-liquid
factory-boy~=3.3.3
pyarrow~=16.0
neo4j~=5.3
sqlalchemy-databricks~=0.1
freezegun
coverage
collate-data-diff[oracle]
delta-spark<4.0.0,>=3.0.0
pydomo~=0.3
snowflake-sqlalchemy~=1.4
GeoAlchemy2~=0.12
locust~=2.32.0
google-cloud-bigtable>=2.0.0
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy-bigquery~=1.15.0
mlflow-skinny~=3.6.0
dirty-equals
requests<3,>=2.31.0
pyathena~=3.0
boto3<2.0,>=1.20
psycopg2-binary
dagster_graphql>=1.8.0
cassandra-driver>=3.28.0
google-cloud-datacatalog>=3.6.2
presidio-analyzer==2.2.358
mypy-boto3-glue
tableauserverclient==0.25
pyiceberg==0.5.1
kafka-python==2.0.2
confluent_kafka<=2.6.1,>=2.1.1
pydoris-custom<1.5,>=1.0.2
great-expectations~=0.18.0
avro<1.12,>=1.11.4
collate-data-diff[mysql]
faker==37.1.0
numpy<2
pandas~=2.0.3
pytest==7.0.1
collate-data-diff[mssql]
sqlalchemy-cockroachdb~=2.0
sqlalchemy-redshift==0.8.12
clickhouse-driver~=0.2
asammdf~=7.4.5
looker-sdk!=24.18.0,>=22.20.0
cachetools
cramjam~=2.7
lkml~=1.3
deltalake<0.20,>=0.19.0
croniter<3
basedpyright~=1.14
sqlalchemy-pgspider
elasticsearch8~=8.9.0
google-cloud-logging
opentelemetry-exporter-otlp==1.37.0
pyhive[hive_pure_sasl]~=0.7
scikit-learn~=1.0
sqlalchemy-pytds~=0.3
oracledb~=1.2
collate-dbt-artifacts-parser
minio==7.2.5
pyspark==3.5.6
pymysql~=1.0
boto3-stubs
grpcio-tools>=1.47.2
apache-airflow==3.1.5
trino[sqlalchemy]
opensearch-py~=2.4.0
collate-data-diff[clickhouse]
pytest-cov
databricks-sdk~=0.20.0
fastavro>=1.2.0
giturlparse
google-cloud-monitoring>=2.0.0
validators~=0.22.0
gcsfs>=2023.1.0
kafka-connect-py==0.10.11
google-cloud-storage>=1.43.0
pytest-order

[test-unit]
faker==37.1.0
testcontainers
dirty-equals
pytest==7.0.1
factory-boy~=3.3.3
pytest-cov
pytest-order

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