cryptography>=42.0.0
shapely
python-dotenv>=0.19.0
email-validator>=2.0
jaraco.context==6.0.1
chardet==4.0.0
boto3==1.37.1
mypy_extensions>=0.4.3
httpx~=0.28.0
google-crc32c
kubernetes>=21.0.0
memory-profiler
sqlalchemy<2,>=1.4.0
requests>=2.23
cached-property==1.5.2
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
collate-sqllineage~=2.0
snowflake-connector-python==3.14.0
tabulate==0.9.0
Jinja2>=2.11.3
setuptools<81,>=78.1.1
azure-identity~=1.12
pymysql~=1.0
typing-inspect
packaging
pydantic<2.12,>=2.7.0,~=2.0
python-dateutil>=2.8.1
importlib-metadata>=4.13.0
azure-keyvault-secrets
PyYAML~=6.0
google-cloud-secret-manager==2.24.0
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
antlr4-python3-runtime==4.9.2

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

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

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

[all]
delta-spark<4.0.0,>=3.0.0
trino[sqlalchemy]
msal~=1.2
cassandra-driver>=3.28.0
collate-data-diff[snowflake]
shapely
python-dotenv>=0.19.0
jaraco.context==6.0.1
tableauserverclient==0.25
simple_salesforce~=1.11
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
boto3==1.37.1
mypy_extensions>=0.4.3
confluent_kafka<=2.6.1,>=2.1.1
websocket-client~=1.6.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
google-crc32c
thrift-sasl~=0.4
pandas~=2.0.3
collate-dbt-artifacts-parser
psycopg2-binary
databricks-sdk~=0.20.0
cramjam~=2.7
adlfs>=2023.1.0
jsonpatch<2.0,>=1.24
pyasn1~=0.6.0
collate-sqllineage~=2.0
pyodbc<5,>=4.0.35
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
Jinja2>=2.11.3
exasol-integration-test-docker-environment<4,>=3.1.0
presidio-analyzer==2.2.358
presto-types-parser>=0.0.2
sqlalchemy_exasol<6,>=5
validators~=0.22.0
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
typing-inspect
pydoris-custom<1.5,>=1.0.2
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
pure-sasl
PyYAML~=6.0
importlib-metadata>=4.13.0
azure-keyvault-secrets
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
dagster_graphql>=1.8.0
pure-transport==0.2.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
authlib>=1.3.1
sqlalchemy-hana
pydomo~=0.3
gitpython~=3.1.34
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
aiobotocore~=2.26.0
hdbcli
neo4j~=5.3
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
cryptography>=42.0.0
pyspark==3.5.6
pyiceberg==0.5.1
sqlalchemy-pytds~=0.3
email-validator>=2.0
giturlparse
chardet==4.0.0
clickhouse-sqlalchemy~=0.2.0
avro<1.12,>=1.11.4
sqlalchemy-pgspider
cachetools
google-cloud-bigtable>=2.0.0
collate-data-diff[trino]
httpx~=0.28.0
deltalake<0.20,>=0.19.0
couchbase~=4.1
python-liquid
kubernetes>=21.0.0
asammdf~=7.4.5
memory-profiler
sqlalchemy<2,>=1.4.0
requests>=2.23
google-cloud-logging
sqlalchemy-redshift==0.8.12
cached-property==1.5.2
google-cloud
opensearch-py~=2.4.0
jaraco.functools<4.2.0
clickhouse-driver~=0.2
google-cloud-storage>=1.43.0
lkml~=1.3
collate-data-diff[mssql]
google-cloud-datacatalog>=3.6.2
snowflake-connector-python==3.14.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
oracledb~=1.2
thrift<1,>=0.13
azure-storage-blob~=12.14
great-expectations~=1.0
setuptools<81,>=78.1.1
pymongo~=4.3
pinotdb~=5.0
scikit-learn~=1.0
elasticsearch8~=8.9.0
pyarrow~=16.0
azure-identity~=1.12
numpy<2
GeoAlchemy2~=0.12
ijson~=3.4
s3fs~=2023.12.1
pymysql~=1.0
pydruid>=0.6.5
packaging
protobuf
sqlalchemy-databricks~=0.1
collate-data-diff[mysql]
azure-storage-blob
python-dateutil>=2.8.1
spacy<3.8
grpcio-tools>=1.47.2
croniter<3
mlflow-skinny~=3.6.0
pymssql~=2.3.9
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7

[all-dev-env]
delta-spark<4.0.0,>=3.0.0
trino[sqlalchemy]
msal~=1.2
cassandra-driver>=3.28.0
collate-data-diff[snowflake]
shapely
python-dotenv>=0.19.0
jaraco.context==6.0.1
tableauserverclient==0.25
simple_salesforce~=1.11
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
boto3==1.37.1
mypy_extensions>=0.4.3
confluent_kafka<=2.6.1,>=2.1.1
websocket-client~=1.6.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
google-crc32c
thrift-sasl~=0.4
pandas~=2.0.3
collate-dbt-artifacts-parser
psycopg2-binary
databricks-sdk~=0.20.0
cramjam~=2.7
adlfs>=2023.1.0
jsonpatch<2.0,>=1.24
pyasn1~=0.6.0
collate-sqllineage~=2.0
pyodbc<5,>=4.0.35
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
Jinja2>=2.11.3
exasol-integration-test-docker-environment<4,>=3.1.0
presidio-analyzer==2.2.358
presto-types-parser>=0.0.2
sqlalchemy_exasol<6,>=5
validators~=0.22.0
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
typing-inspect
pydoris-custom<1.5,>=1.0.2
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
pure-sasl
PyYAML~=6.0
importlib-metadata>=4.13.0
azure-keyvault-secrets
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
dagster_graphql>=1.8.0
pure-transport==0.2.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
authlib>=1.3.1
sqlalchemy-hana
pydomo~=0.3
gitpython~=3.1.34
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
aiobotocore~=2.26.0
hdbcli
neo4j~=5.3
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
cryptography>=42.0.0
pyspark==3.5.6
pyiceberg==0.5.1
sqlalchemy-pytds~=0.3
email-validator>=2.0
giturlparse
chardet==4.0.0
clickhouse-sqlalchemy~=0.2.0
avro<1.12,>=1.11.4
sqlalchemy-pgspider
cachetools
google-cloud-bigtable>=2.0.0
collate-data-diff[trino]
httpx~=0.28.0
deltalake<0.20,>=0.19.0
couchbase~=4.1
python-liquid
kubernetes>=21.0.0
asammdf~=7.4.5
memory-profiler
sqlalchemy<2,>=1.4.0
requests>=2.23
google-cloud-logging
sqlalchemy-redshift==0.8.12
cached-property==1.5.2
google-cloud
opensearch-py~=2.4.0
jaraco.functools<4.2.0
clickhouse-driver~=0.2
google-cloud-storage>=1.43.0
lkml~=1.3
collate-data-diff[mssql]
google-cloud-datacatalog>=3.6.2
snowflake-connector-python==3.14.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
oracledb~=1.2
thrift<1,>=0.13
azure-storage-blob~=12.14
great-expectations~=1.0
setuptools<81,>=78.1.1
pymongo~=4.3
pinotdb~=5.0
scikit-learn~=1.0
elasticsearch8~=8.9.0
pyarrow~=16.0
azure-identity~=1.12
numpy<2
GeoAlchemy2~=0.12
ijson~=3.4
s3fs~=2023.12.1
pymysql~=1.0
pydruid>=0.6.5
packaging
protobuf
sqlalchemy-databricks~=0.1
collate-data-diff[mysql]
azure-storage-blob
python-dateutil>=2.8.1
spacy<3.8
grpcio-tools>=1.47.2
croniter<3
mlflow-skinny~=3.6.0
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7

[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~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

[backup]
boto3==1.37.1
azure-identity~=1.12
azure-storage-blob

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
asammdf~=7.4.5
pandas~=2.0.3
cramjam~=2.7
azure-storage-blob~=12.14
adlfs>=2023.1.0
fastavro>=1.2.0
numpy<2
avro<1.12,>=1.11.4
boto3==1.37.1
azure-identity~=1.12
pyarrow~=16.0
ijson~=3.4
aiobotocore~=2.26.0

[datalake-gcs]
gcsfs~=2023.12.1
asammdf~=7.4.5
pandas~=2.0.3
cramjam~=2.7
fastavro>=1.2.0
numpy<2
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
boto3==1.37.1
pyarrow~=16.0
ijson~=3.4
google-cloud-monitoring>=2.0.0
aiobotocore~=2.26.0

[datalake-s3]
asammdf~=7.4.5
pandas~=2.0.3
cramjam~=2.7
fastavro>=1.2.0
avro<1.12,>=1.11.4
boto3==1.37.1
pyarrow~=16.0
numpy<2
ijson~=3.4
s3fs~=2023.12.1
aiobotocore~=2.26.0

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
collate-dbt-artifacts-parser
azure-storage-blob~=12.14
google-cloud
boto3==1.37.1
google-cloud-storage>=1.43.0
azure-identity~=1.12

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

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

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

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris-custom<1.5,>=1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3==1.37.1

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

[iceberg]
gcsfs~=2023.12.1
pydantic<2.12,>=2.7.0,~=2.0
pyiceberg==0.5.1
adlfs>=2023.1.0
pyarrow~=16.0

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
collate-data-diff[snowflake]
avro<1.12,>=1.11.4
boto3==1.37.1
cachetools
confluent_kafka<=2.6.1,>=2.1.1
asammdf~=7.4.5
pandas~=2.0.3
cramjam~=2.7
psycopg2-binary
collate-dbt-artifacts-parser
google-cloud-logging
sqlalchemy-redshift==0.8.12
google-cloud
google-cloud-storage>=1.43.0
google-cloud-datacatalog>=3.6.2
sqlalchemy-bigquery~=1.15.0
apache-airflow==3.1.5
pytest-base-url
azure-storage-blob~=12.14
presidio-analyzer==2.2.358
pyarrow~=16.0
azure-identity~=1.12
numpy<2
GeoAlchemy2~=0.12
protobuf
ijson~=3.4
pymysql~=1.0
s3fs~=2023.12.1
packaging
pytest-playwright
collate-data-diff[mysql]
opentelemetry-exporter-otlp==1.37.0
grpcio-tools>=1.47.2
fastavro>=1.2.0
mlflow-skinny~=3.6.0
attrs
snowflake-sqlalchemy~=1.4
aiobotocore~=2.26.0

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

[powerbi]
msal~=1.2
azure-storage-blob~=12.14
boto3==1.37.1
azure-identity~=1.12
google-cloud-storage>=1.43.0

[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~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
trino[sqlalchemy]
msal~=1.2
cassandra-driver>=3.28.0
collate-data-diff[snowflake]
shapely
python-dotenv>=0.19.0
jaraco.context==6.0.1
tableauserverclient==0.25
simple_salesforce~=1.11
cx_Oracle<9,>=8.3.0
collate-data-diff[vertica]
boto3==1.37.1
mypy_extensions>=0.4.3
confluent_kafka<=2.6.1,>=2.1.1
websocket-client~=1.6.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
google-crc32c
thrift-sasl~=0.4
pandas~=2.0.3
collate-dbt-artifacts-parser
psycopg2-binary
databricks-sdk~=0.20.0
cramjam~=2.7
adlfs>=2023.1.0
jsonpatch<2.0,>=1.24
pyasn1~=0.6.0
collate-sqllineage~=2.0
pyodbc<5,>=4.0.35
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-ibmi~=0.9.3
pyOpenSSL~=24.1.0
Jinja2>=2.11.3
exasol-integration-test-docker-environment<4,>=3.1.0
presidio-analyzer==2.2.358
presto-types-parser>=0.0.2
sqlalchemy_exasol<6,>=5
validators~=0.22.0
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
typing-inspect
pydoris-custom<1.5,>=1.0.2
sqlalchemy-cockroachdb~=2.0
pydantic<2.12,>=2.7.0,~=2.0
pure-sasl
PyYAML~=6.0
importlib-metadata>=4.13.0
azure-keyvault-secrets
fastavro>=1.2.0
google-cloud-secret-manager==2.24.0
dagster_graphql>=1.8.0
pure-transport==0.2.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
authlib>=1.3.1
sqlalchemy-hana
pydomo~=0.3
gitpython~=3.1.34
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
aiobotocore~=2.26.0
hdbcli
neo4j~=5.3
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
cryptography>=42.0.0
pyiceberg==0.5.1
sqlalchemy-pytds~=0.3
email-validator>=2.0
giturlparse
chardet==4.0.0
clickhouse-sqlalchemy~=0.2.0
avro<1.12,>=1.11.4
sqlalchemy-pgspider
cachetools
google-cloud-bigtable>=2.0.0
collate-data-diff[trino]
httpx~=0.28.0
deltalake<0.20,>=0.19.0
couchbase~=4.1
python-liquid
kubernetes>=21.0.0
asammdf~=7.4.5
memory-profiler
sqlalchemy<2,>=1.4.0
requests>=2.23
google-cloud-logging
sqlalchemy-redshift==0.8.12
cached-property==1.5.2
google-cloud
opensearch-py~=2.4.0
jaraco.functools<4.2.0
clickhouse-driver~=0.2
google-cloud-storage>=1.43.0
lkml~=1.3
collate-data-diff[mssql]
google-cloud-datacatalog>=3.6.2
snowflake-connector-python==3.14.0
looker-sdk!=24.18.0,>=22.20.0
impyla~=0.18.0
oracledb~=1.2
thrift<1,>=0.13
azure-storage-blob~=12.14
great-expectations~=1.0
setuptools<81,>=78.1.1
pymongo~=4.3
pinotdb~=5.0
elasticsearch8~=8.9.0
pyarrow~=16.0
azure-identity~=1.12
numpy<2
GeoAlchemy2~=0.12
ijson~=3.4
s3fs~=2023.12.1
pymysql~=1.0
pydruid>=0.6.5
packaging
protobuf
sqlalchemy-databricks~=0.1
collate-data-diff[mysql]
azure-storage-blob
python-dateutil>=2.8.1
spacy<3.8
grpcio-tools>=1.47.2
croniter<3
mlflow-skinny~=3.6.0
pymssql~=2.3.9
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
requests-aws4auth~=1.1
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
pyhive[hive_pure_sasl]~=0.7

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

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

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

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
factory-boy~=3.3.3
delta-spark<4.0.0,>=3.0.0
trino[sqlalchemy]
cassandra-driver>=3.28.0
mypy-boto3-glue
tableauserverclient==0.25
cx_Oracle<9,>=8.3.0
kafka-python==2.0.2
boto3==1.37.1
pytest==7.0.1
confluent_kafka<=2.6.1,>=2.1.1
pandas~=2.0.3
collate-dbt-artifacts-parser
cramjam~=2.7
databricks-sdk~=0.20.0
psycopg2-binary
pytest-cov
boto3-stubs
minio==7.2.5
sqlalchemy-bigquery~=1.15.0
exasol-integration-test-docker-environment<4,>=3.1.0
presidio-analyzer==2.2.358
locust~=2.32.0
sqlalchemy_exasol<6,>=5
validators~=0.22.0
collate-data-diff[clickhouse]
google-cloud-monitoring>=2.0.0
pytest-order
sqlalchemy-cockroachdb~=2.0
kafka-connect-py==0.10.11
fastavro>=1.2.0
dagster_graphql>=1.8.0
collate-data-diff[oracle]
basedpyright~=1.14
pydomo~=0.3
snowflake-sqlalchemy~=1.4
aiobotocore~=2.26.0
neo4j~=5.3
gcsfs~=2023.12.1
freezegun
great-expectations~=0.18.0
pyiceberg==0.5.1
pyspark==3.5.6
sqlalchemy-pytds~=0.3
giturlparse
clickhouse-sqlalchemy~=0.2.0
avro<1.12,>=1.11.4
sqlalchemy-pgspider
cachetools
google-cloud-bigtable>=2.0.0
deltalake<0.20,>=0.19.0
python-liquid
asammdf~=7.4.5
google-cloud-logging
dirty-equals
sqlalchemy-redshift==0.8.12
opensearch-py~=2.4.0
google-cloud-storage>=1.43.0
clickhouse-driver~=0.2
lkml~=1.3
collate-data-diff[mssql]
google-cloud-datacatalog>=3.6.2
requests<3,>=2.31.0
apache-airflow==3.1.5
looker-sdk!=24.18.0,>=22.20.0
oracledb~=1.2
pymongo~=4.3
scikit-learn~=1.0
elasticsearch8~=8.9.0
pyarrow~=16.0
faker==37.1.0
numpy<2
GeoAlchemy2~=0.12
ijson~=3.4
s3fs~=2023.12.1
pymysql~=1.0
protobuf
sqlalchemy-databricks~=0.1
collate-data-diff[mysql]
opentelemetry-exporter-otlp==1.37.0
spacy<3.8
grpcio-tools>=1.47.2
mlflow-skinny~=3.6.0
croniter<3
coverage
pyathena~=3.25.0
pydoris-custom<1.5,>=1.0.2
pyhive[hive_pure_sasl]~=0.7

[test-unit]
factory-boy~=3.3.3
testcontainers
pytest-order
dirty-equals
pytest-rerunfailures
faker==37.1.0
pytest==7.0.1
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]
collate-data-diff[vertica]
sqlalchemy-vertica[vertica-python]>=0.0.5
