requests-aws4auth~=1.1
shapely
Jinja2>=2.11.3
pydantic-settings>=2.7.0,~=2.0
sqlalchemy<2,>=1.4.0
packaging
collate-sqllineage>=2.1.1
python-dotenv>=0.19.0
antlr4-python3-runtime==4.11.1
setuptools<81,>=78.1.1
boto3==1.37.1
jsonpatch<2.0,>=1.24
requests>=2.23
httpx~=0.28.0
google-cloud-secret-manager==2.24.0
python-dateutil>=2.8.1
memory-profiler
pymysql~=1.0
PyYAML~=6.0
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
cached-property==1.5.2
chardet==4.0.0
cryptography>=42.0.0
kubernetes>=21.0.0
tabulate==0.9.0
azure-identity~=1.12
typing-inspect
google-crc32c
mypy_extensions>=0.4.3
importlib-metadata>=4.13.0
email-validator>=2.0
jaraco.functools<4.2.0
jaraco.context==6.0.1
snowflake-connector-python==3.14.0

[: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
opentelemetry-exporter-otlp==1.37.0
attrs

[all]
pyhive[hive_pure_sasl]~=0.7
pyspark==3.5.6
collate-dbt-artifacts-parser
adlfs>=2023.1.0
impyla[kerberos]~=0.18.0
shapely
elasticsearch8~=8.9.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.1.1
requests-ntlm
google-cloud-bigtable>=2.0.0
sqlalchemy-redshift==0.8.12
gitpython~=3.1.34
validators~=0.22.0
sqlalchemy-hana
snowflake-sqlalchemy~=1.4
presidio-analyzer==2.2.358
pydomo~=0.3
sqlalchemy-pytds~=0.3
python-dotenv>=0.19.0
pure-sasl
antlr4-python3-runtime==4.11.1
azure-storage-blob~=12.14
sqlalchemy-pgspider
setuptools<81,>=78.1.1
jsonpatch<2.0,>=1.24
requests>=2.23
httpx~=0.28.0
google-cloud-secret-manager==2.24.0
fastavro>=1.2.0
azure-storage-blob
pymysql~=1.0
pyathena~=3.25.0
delta-spark<4.0.0,>=3.0.0
PyYAML~=6.0
pyiceberg==0.5.1
google-cloud-monitoring>=2.0.0
cached-property==1.5.2
cryptography>=42.0.0
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
msal~=1.2
collate-data-diff[clickhouse]
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
scikit-learn~=1.0
pinotdb~=5.0
google-crc32c
google-cloud-datacatalog>=3.6.2
asammdf~=7.4.5
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
email-validator>=2.0
python-liquid
collate-data-diff[snowflake]
lkml~=1.3
cassandra-driver>=3.28.0
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
jaraco.context==6.0.1
thrift-sasl~=0.4
oracledb~=1.2
requests-aws4auth~=1.1
dagster_graphql>=1.8.0
couchbase~=4.1
Jinja2>=2.11.3
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-cockroachdb~=2.0
pydantic-settings>=2.7.0,~=2.0
cramjam~=2.7
impyla~=0.18.0
gcsfs~=2023.12.1
psycopg2-binary
sqlalchemy<2,>=1.4.0
pandas~=2.0.3
opensearch-py~=2.4.0
packaging
kafka-connect-py==0.10.11
hdbcli
sqlalchemy-vertica[vertica-python]>=0.0.5
pyarrow~=16.0
mlflow-skinny~=3.6.0
pyodbc<5,>=4.0.35
cachetools
ndg-httpsclient~=0.5.1
google-cloud-storage>=1.43.0
pyasn1~=0.6.0
thrift<1,>=0.13
collate-data-diff[mysql]
collate-data-diff[presto]
sqlalchemy_exasol<6,>=5
boto3==1.37.1
neo4j~=5.3
python-dateutil>=2.8.1
clickhouse-driver~=0.2
memory-profiler
protobuf
trino[sqlalchemy]
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
chardet==4.0.0
GeoAlchemy2~=0.12
grpcio-tools>=1.47.2
great-expectations~=1.0
pymongo~=4.3
teradatasqlalchemy==20.0.0.2
tabulate==0.9.0
azure-identity~=1.12
typing-inspect
collate-data-diff[mssql]
collate-data-diff[trino]
collate-data-diff[vertica]
sqlalchemy-ibmi~=0.9.3
avro<1.12,>=1.11.4
mypy_extensions>=0.4.3
importlib-metadata>=4.13.0
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
tableauserverclient==0.25
spacy<3.8
numpy<2
presto-types-parser>=0.0.2
croniter<3
websocket-client~=1.6.1
authlib>=1.3.1
jaraco.functools<4.2.0
pure-transport==0.2.0
s3fs~=2023.12.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
sqlalchemy-bigquery~=1.15.0
simple_salesforce~=1.11
giturlparse
collate-data-diff[oracle]

[all-dev-env]
pyhive[hive_pure_sasl]~=0.7
pyspark==3.5.6
collate-dbt-artifacts-parser
adlfs>=2023.1.0
impyla[kerberos]~=0.18.0
shapely
elasticsearch8~=8.9.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.1.1
requests-ntlm
google-cloud-bigtable>=2.0.0
sqlalchemy-redshift==0.8.12
gitpython~=3.1.34
validators~=0.22.0
sqlalchemy-hana
snowflake-sqlalchemy~=1.4
presidio-analyzer==2.2.358
pydomo~=0.3
sqlalchemy-pytds~=0.3
python-dotenv>=0.19.0
pure-sasl
antlr4-python3-runtime==4.11.1
azure-storage-blob~=12.14
sqlalchemy-pgspider
setuptools<81,>=78.1.1
jsonpatch<2.0,>=1.24
requests>=2.23
httpx~=0.28.0
google-cloud-secret-manager==2.24.0
fastavro>=1.2.0
azure-storage-blob
pymysql~=1.0
pyathena~=3.25.0
delta-spark<4.0.0,>=3.0.0
PyYAML~=6.0
pyiceberg==0.5.1
google-cloud-monitoring>=2.0.0
cached-property==1.5.2
cryptography>=42.0.0
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
msal~=1.2
collate-data-diff[clickhouse]
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
scikit-learn~=1.0
pinotdb~=5.0
google-crc32c
google-cloud-datacatalog>=3.6.2
asammdf~=7.4.5
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
email-validator>=2.0
python-liquid
collate-data-diff[snowflake]
lkml~=1.3
cassandra-driver>=3.28.0
cx_Oracle<9,>=8.3.0
jaraco.context==6.0.1
thrift-sasl~=0.4
oracledb~=1.2
requests-aws4auth~=1.1
dagster_graphql>=1.8.0
couchbase~=4.1
Jinja2>=2.11.3
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-cockroachdb~=2.0
pydantic-settings>=2.7.0,~=2.0
cramjam~=2.7
impyla~=0.18.0
gcsfs~=2023.12.1
psycopg2-binary
sqlalchemy<2,>=1.4.0
pandas~=2.0.3
opensearch-py~=2.4.0
packaging
kafka-connect-py==0.10.11
hdbcli
sqlalchemy-vertica[vertica-python]>=0.0.5
pyarrow~=16.0
mlflow-skinny~=3.6.0
pyodbc<5,>=4.0.35
cachetools
ndg-httpsclient~=0.5.1
google-cloud-storage>=1.43.0
pyasn1~=0.6.0
thrift<1,>=0.13
collate-data-diff[mysql]
collate-data-diff[presto]
sqlalchemy_exasol<6,>=5
boto3==1.37.1
neo4j~=5.3
python-dateutil>=2.8.1
clickhouse-driver~=0.2
memory-profiler
protobuf
trino[sqlalchemy]
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
chardet==4.0.0
GeoAlchemy2~=0.12
grpcio-tools>=1.47.2
great-expectations~=1.0
pymongo~=4.3
teradatasqlalchemy==20.0.0.2
tabulate==0.9.0
azure-identity~=1.12
typing-inspect
collate-data-diff[mssql]
collate-data-diff[trino]
collate-data-diff[vertica]
sqlalchemy-ibmi~=0.9.3
avro<1.12,>=1.11.4
mypy_extensions>=0.4.3
importlib-metadata>=4.13.0
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
tableauserverclient==0.25
spacy<3.8
numpy<2
presto-types-parser>=0.0.2
croniter<3
websocket-client~=1.6.1
authlib>=1.3.1
jaraco.functools<4.2.0
pure-transport==0.2.0
s3fs~=2023.12.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
sqlalchemy-bigquery~=1.15.0
simple_salesforce~=1.11
giturlparse
collate-data-diff[oracle]

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

[openlineage]
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0
protobuf
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]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[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
confluent_kafka<=2.6.1,>=2.1.1
fastavro>=1.2.0
protobuf
avro<1.12,>=1.11.4

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
pyhive[hive_pure_sasl]~=0.7
collate-dbt-artifacts-parser
adlfs>=2023.1.0
impyla[kerberos]~=0.18.0
shapely
elasticsearch8~=8.9.0
pyOpenSSL~=24.1.0
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.1.1
requests-ntlm
google-cloud-bigtable>=2.0.0
sqlalchemy-redshift==0.8.12
gitpython~=3.1.34
validators~=0.22.0
sqlalchemy-hana
snowflake-sqlalchemy~=1.4
presidio-analyzer==2.2.358
pydomo~=0.3
sqlalchemy-pytds~=0.3
python-dotenv>=0.19.0
pure-sasl
antlr4-python3-runtime==4.11.1
azure-storage-blob~=12.14
sqlalchemy-pgspider
setuptools<81,>=78.1.1
jsonpatch<2.0,>=1.24
requests>=2.23
httpx~=0.28.0
google-cloud-secret-manager==2.24.0
fastavro>=1.2.0
azure-storage-blob
pymysql~=1.0
pyathena~=3.25.0
PyYAML~=6.0
pyiceberg==0.5.1
google-cloud-monitoring>=2.0.0
cached-property==1.5.2
cryptography>=42.0.0
kubernetes>=21.0.0
deltalake<0.20,>=0.19.0
msal~=1.2
collate-data-diff[clickhouse]
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
pinotdb~=5.0
google-crc32c
google-cloud-datacatalog>=3.6.2
asammdf~=7.4.5
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
aiobotocore~=2.26.0
confluent_kafka<=2.6.1,>=2.1.1
email-validator>=2.0
python-liquid
collate-data-diff[snowflake]
lkml~=1.3
cassandra-driver>=3.28.0
cx_Oracle<9,>=8.3.0
pymssql~=2.3.9
jaraco.context==6.0.1
thrift-sasl~=0.4
oracledb~=1.2
requests-aws4auth~=1.1
dagster_graphql>=1.8.0
couchbase~=4.1
Jinja2>=2.11.3
google-cloud-logging
clickhouse-sqlalchemy~=0.2.0
sqlalchemy-cockroachdb~=2.0
pydantic-settings>=2.7.0,~=2.0
cramjam~=2.7
impyla~=0.18.0
gcsfs~=2023.12.1
psycopg2-binary
sqlalchemy<2,>=1.4.0
pandas~=2.0.3
opensearch-py~=2.4.0
packaging
kafka-connect-py==0.10.11
hdbcli
sqlalchemy-vertica[vertica-python]>=0.0.5
pyarrow~=16.0
mlflow-skinny~=3.6.0
pyodbc<5,>=4.0.35
cachetools
ndg-httpsclient~=0.5.1
google-cloud-storage>=1.43.0
pyasn1~=0.6.0
thrift<1,>=0.13
collate-data-diff[mysql]
collate-data-diff[presto]
sqlalchemy_exasol<6,>=5
boto3==1.37.1
neo4j~=5.3
python-dateutil>=2.8.1
clickhouse-driver~=0.2
memory-profiler
protobuf
trino[sqlalchemy]
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
chardet==4.0.0
GeoAlchemy2~=0.12
grpcio-tools>=1.47.2
great-expectations~=1.0
pymongo~=4.3
teradatasqlalchemy==20.0.0.2
tabulate==0.9.0
azure-identity~=1.12
typing-inspect
collate-data-diff[mssql]
collate-data-diff[trino]
collate-data-diff[vertica]
sqlalchemy-ibmi~=0.9.3
avro<1.12,>=1.11.4
mypy_extensions>=0.4.3
importlib-metadata>=4.13.0
looker-sdk!=24.18.0,>=22.20.0
ijson~=3.4
tableauserverclient==0.25
spacy<3.8
numpy<2
presto-types-parser>=0.0.2
croniter<3
websocket-client~=1.6.1
authlib>=1.3.1
jaraco.functools<4.2.0
pure-transport==0.2.0
s3fs~=2023.12.1
snowflake-connector-python==3.14.0
pydruid>=0.6.5
sqlalchemy-bigquery~=1.15.0
simple_salesforce~=1.11
giturlparse
collate-data-diff[oracle]

[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]

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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