azure-identity~=1.12
boto3~=1.41.5
snowflake-connector-python~=3.18.0
jaraco.functools<4.2.0
mypy_extensions>=0.4.3
azure-keyvault-secrets
sqlalchemy<2,>=1.4.0
tenacity<10,>=8.0
pymysql~=1.0
collate-sqllineage>=2.1.1
shapely
google-cloud-secret-manager==2.24.0
cryptography>=42.0.0
python-dotenv>=0.19.0
python-dateutil>=2.8.1
requests-aws4auth~=1.1
cached-property==1.5.2
packaging
email-validator>=2.0
importlib-metadata>=4.13.0
antlr4-python3-runtime==4.9.2
typing-inspect
httpx~=0.28.0
pydantic-settings>=2.7.0,~=2.0
memory-profiler
tabulate==0.9.0
kubernetes>=21.0.0
dbt-extractor>=0.5.0
jsonpatch<2.0,>=1.24
chardet==4.0.0
collate-data-diff>=0.11.9
jaraco.context==6.0.1
google-crc32c
PyYAML~=6.0
Jinja2>=2.11.3
requests>=2.23
setuptools<81,>=78.1.1
pydantic<2.12,>=2.7.0,~=2.0

[: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]
cramjam~=2.7
boto3~=1.41.5
pydoris-custom<1.5,>=1.0.2
asammdf~=7.4.5
azure-storage-blob~=12.14
jaraco.functools<4.2.0
adlfs>=2023.1.0
azure-keyvault-secrets
google-cloud
couchbase~=4.1
collate-data-diff[clickhouse]
delta-spark<4.0.0,>=3.0.0
pure-transport==0.2.0
simple_salesforce~=1.11
presidio-analyzer==2.2.358
shapely
pydruid>=0.6.5
spacy<3.8
google-cloud-secret-manager==2.24.0
pyasn1~=0.6.0
great-expectations~=1.0
python-dotenv>=0.19.0
google-cloud-logging
sqlalchemy-ibmi~=0.9.3
python-dateutil>=2.8.1
thrift<1,>=0.13
pyiceberg==0.5.1
websocket-client~=1.6.1
elasticsearch8~=8.9.0
hdbcli
collate-data-diff[vertica]
cachetools
importlib-metadata>=4.13.0
aiobotocore~=2.26.0
presto-types-parser>=0.0.2
pure-sasl
clickhouse-driver~=0.2
mlflow-skinny~=3.6.0
typing-inspect
authlib>=1.3.1
requests-ntlm
pinotdb~=5.0
httpx~=0.28.0
pydantic-settings>=2.7.0,~=2.0
memory-profiler
tabulate==0.9.0
protobuf
dbt-extractor>=0.5.0
pyarrow~=16.0
collate-data-diff[trino]
msal~=1.2
pymongo~=4.3
databricks-sdk~=0.20.0
scikit-learn~=1.0
gitpython~=3.1.34
ijson~=3.4
Jinja2>=2.11.3
sqlalchemy-cockroachdb~=2.0
s3fs~=2023.12.1
cx_Oracle<9,>=8.3.0
requests>=2.23
dagster_graphql>=1.8.0
setuptools<81,>=78.1.1
pydantic<2.12,>=2.7.0,~=2.0
pyodbc<5,>=4.0.35
python-liquid
collate-data-diff[mysql]
azure-identity~=1.12
google-cloud-datacatalog>=3.6.2
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
mypy_extensions>=0.4.3
lkml~=1.3
collate-data-diff[presto]
grpcio-tools>=1.47.2
thrift-sasl~=0.4
tableauserverclient==0.25
sqlalchemy<2,>=1.4.0
tenacity<10,>=8.0
pymysql~=1.0
collate-sqllineage>=2.1.1
google-cloud-storage>=1.43.0
azure-storage-blob
deltalake<0.20,>=0.19.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
GeoAlchemy2~=0.12
cryptography>=42.0.0
pyhive[hive_pure_sasl]~=0.7
clickhouse-sqlalchemy~=0.2.0
google-cloud-monitoring>=2.0.0
requests-aws4auth~=1.1
sqlalchemy-hana
cached-property==1.5.2
pyOpenSSL~=24.1.0
fastavro>=1.2.0
packaging
pandas~=2.0.3
email-validator>=2.0
impyla~=0.18.0
sqlalchemy-pgspider
avro<1.12,>=1.11.4
pydomo~=0.3
antlr4-python3-runtime==4.9.2
google-cloud-bigtable>=2.0.0
collate-data-diff[mssql]
sqlalchemy-databricks~=0.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
validators~=0.22.0
trino[sqlalchemy]
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
chardet==4.0.0
collate-data-diff>=0.11.9
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
croniter<3
collate-dbt-artifacts-parser
psycopg2-binary
PyYAML~=6.0
pyspark==3.5.6
giturlparse
sqlalchemy-redshift==0.8.12
opensearch-py~=2.4.0
pymssql~=2.3.9
oracledb~=1.2
numpy<2
sqlalchemy_exasol<6,>=5
collate-data-diff[snowflake]
sqlalchemy-pytds~=0.3
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
jaraco.context==6.0.1

[all-dev-env]
cramjam~=2.7
boto3~=1.41.5
pydoris-custom<1.5,>=1.0.2
asammdf~=7.4.5
azure-storage-blob~=12.14
jaraco.functools<4.2.0
adlfs>=2023.1.0
azure-keyvault-secrets
google-cloud
couchbase~=4.1
collate-data-diff[clickhouse]
delta-spark<4.0.0,>=3.0.0
pure-transport==0.2.0
simple_salesforce~=1.11
presidio-analyzer==2.2.358
shapely
pydruid>=0.6.5
spacy<3.8
google-cloud-secret-manager==2.24.0
pyasn1~=0.6.0
great-expectations~=1.0
python-dotenv>=0.19.0
google-cloud-logging
sqlalchemy-ibmi~=0.9.3
python-dateutil>=2.8.1
thrift<1,>=0.13
pyiceberg==0.5.1
websocket-client~=1.6.1
elasticsearch8~=8.9.0
hdbcli
collate-data-diff[vertica]
cachetools
importlib-metadata>=4.13.0
aiobotocore~=2.26.0
presto-types-parser>=0.0.2
pure-sasl
clickhouse-driver~=0.2
mlflow-skinny~=3.6.0
typing-inspect
authlib>=1.3.1
requests-ntlm
pinotdb~=5.0
httpx~=0.28.0
pydantic-settings>=2.7.0,~=2.0
memory-profiler
tabulate==0.9.0
protobuf
dbt-extractor>=0.5.0
pyarrow~=16.0
collate-data-diff[trino]
msal~=1.2
pymongo~=4.3
databricks-sdk~=0.20.0
scikit-learn~=1.0
gitpython~=3.1.34
ijson~=3.4
Jinja2>=2.11.3
sqlalchemy-cockroachdb~=2.0
s3fs~=2023.12.1
cx_Oracle<9,>=8.3.0
requests>=2.23
dagster_graphql>=1.8.0
setuptools<81,>=78.1.1
pydantic<2.12,>=2.7.0,~=2.0
pyodbc<5,>=4.0.35
python-liquid
collate-data-diff[mysql]
azure-identity~=1.12
google-cloud-datacatalog>=3.6.2
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
mypy_extensions>=0.4.3
lkml~=1.3
collate-data-diff[presto]
grpcio-tools>=1.47.2
thrift-sasl~=0.4
tableauserverclient==0.25
sqlalchemy<2,>=1.4.0
tenacity<10,>=8.0
pymysql~=1.0
collate-sqllineage>=2.1.1
google-cloud-storage>=1.43.0
azure-storage-blob
deltalake<0.20,>=0.19.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
GeoAlchemy2~=0.12
cryptography>=42.0.0
pyhive[hive_pure_sasl]~=0.7
clickhouse-sqlalchemy~=0.2.0
google-cloud-monitoring>=2.0.0
requests-aws4auth~=1.1
sqlalchemy-hana
cached-property==1.5.2
pyOpenSSL~=24.1.0
fastavro>=1.2.0
packaging
pandas~=2.0.3
email-validator>=2.0
impyla~=0.18.0
sqlalchemy-pgspider
avro<1.12,>=1.11.4
pydomo~=0.3
antlr4-python3-runtime==4.9.2
google-cloud-bigtable>=2.0.0
collate-data-diff[mssql]
sqlalchemy-databricks~=0.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
validators~=0.22.0
trino[sqlalchemy]
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
chardet==4.0.0
collate-data-diff>=0.11.9
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
croniter<3
collate-dbt-artifacts-parser
psycopg2-binary
PyYAML~=6.0
pyspark==3.5.6
giturlparse
sqlalchemy-redshift==0.8.12
opensearch-py~=2.4.0
oracledb~=1.2
numpy<2
sqlalchemy_exasol<6,>=5
collate-data-diff[snowflake]
sqlalchemy-pytds~=0.3
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
jaraco.context==6.0.1

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

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

[bigtable]
google-cloud-bigtable>=2.0.0
numpy<2
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]
sqlalchemy-cockroachdb~=2.0
psycopg2-binary

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
cramjam~=2.7
aiobotocore~=2.26.0
azure-identity~=1.12
boto3~=1.41.5
ijson~=3.4
avro<1.12,>=1.11.4
asammdf~=7.4.5
azure-storage-blob~=12.14
adlfs>=2023.1.0
numpy<2
fastavro>=1.2.0
pyarrow~=16.0
pandas~=2.0.3

[datalake-gcs]
cramjam~=2.7
aiobotocore~=2.26.0
boto3~=1.41.5
ijson~=3.4
avro<1.12,>=1.11.4
asammdf~=7.4.5
google-cloud-monitoring>=2.0.0
pandas~=2.0.3
numpy<2
fastavro>=1.2.0
pyarrow~=16.0
gcsfs~=2023.12.1
google-cloud-storage>=1.43.0

[datalake-s3]
cramjam~=2.7
aiobotocore~=2.26.0
boto3~=1.41.5
ijson~=3.4
avro<1.12,>=1.11.4
asammdf~=7.4.5
numpy<2
fastavro>=1.2.0
pyarrow~=16.0
s3fs~=2023.12.1
pandas~=2.0.3

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

[dev]
cachetools
pycln
pylint~=3.2.0
avro<1.12,>=1.11.4
build
black==22.3.0
twine
datamodel-code-generator==0.25.6
grpcio-tools>=1.47.2
isort
uvloop==0.21.0
mypy-boto3-glue
pre-commit
sqlalchemy-bigquery~=1.15.0
presidio-analyzer==2.2.358
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~=1.41.5

[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~=1.41.5

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
python-liquid
lkml~=1.3
looker-sdk!=24.18.0,>=22.20.0
giturlparse
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]
pymysql~=1.0
collate-data-diff[mysql]

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

[playwright]
cramjam~=2.7
azure-identity~=1.12
boto3~=1.41.5
google-cloud-datacatalog>=3.6.2
asammdf~=7.4.5
azure-storage-blob~=12.14
snowflake-sqlalchemy~=1.4
google-cloud
grpcio-tools>=1.47.2
presidio-analyzer==2.2.358
pymysql~=1.0
google-cloud-storage>=1.43.0
GeoAlchemy2~=0.12
google-cloud-logging
opentelemetry-exporter-otlp==1.37.0
fastavro>=1.2.0
pytest-base-url
attrs
pandas~=2.0.3
packaging
cachetools
aiobotocore~=2.26.0
avro<1.12,>=1.11.4
mlflow-skinny~=3.6.0
protobuf
sqlalchemy-bigquery~=1.15.0
pyarrow~=16.0
confluent_kafka<=2.6.1,>=2.1.1
collate-dbt-artifacts-parser
psycopg2-binary
ijson~=3.4
pytest-playwright
sqlalchemy-redshift==0.8.12
numpy<2
collate-data-diff[snowflake]
apache-airflow==3.1.5
s3fs~=2023.12.1
collate-data-diff[mysql]

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
cramjam~=2.7
boto3~=1.41.5
pydoris-custom<1.5,>=1.0.2
asammdf~=7.4.5
azure-storage-blob~=12.14
jaraco.functools<4.2.0
adlfs>=2023.1.0
azure-keyvault-secrets
google-cloud
couchbase~=4.1
collate-data-diff[clickhouse]
pure-transport==0.2.0
simple_salesforce~=1.11
presidio-analyzer==2.2.358
shapely
pydruid>=0.6.5
spacy<3.8
google-cloud-secret-manager==2.24.0
pyasn1~=0.6.0
great-expectations~=1.0
python-dotenv>=0.19.0
google-cloud-logging
sqlalchemy-ibmi~=0.9.3
python-dateutil>=2.8.1
thrift<1,>=0.13
pyiceberg==0.5.1
websocket-client~=1.6.1
elasticsearch8~=8.9.0
hdbcli
collate-data-diff[vertica]
cachetools
importlib-metadata>=4.13.0
aiobotocore~=2.26.0
presto-types-parser>=0.0.2
pure-sasl
clickhouse-driver~=0.2
mlflow-skinny~=3.6.0
typing-inspect
authlib>=1.3.1
requests-ntlm
pinotdb~=5.0
httpx~=0.28.0
pydantic-settings>=2.7.0,~=2.0
memory-profiler
tabulate==0.9.0
protobuf
dbt-extractor>=0.5.0
pyarrow~=16.0
collate-data-diff[trino]
msal~=1.2
pymongo~=4.3
databricks-sdk~=0.20.0
gitpython~=3.1.34
ijson~=3.4
Jinja2>=2.11.3
sqlalchemy-cockroachdb~=2.0
s3fs~=2023.12.1
cx_Oracle<9,>=8.3.0
requests>=2.23
dagster_graphql>=1.8.0
setuptools<81,>=78.1.1
pydantic<2.12,>=2.7.0,~=2.0
pyodbc<5,>=4.0.35
python-liquid
collate-data-diff[mysql]
azure-identity~=1.12
google-cloud-datacatalog>=3.6.2
snowflake-connector-python~=3.18.0
pyathena~=3.25.0
impyla[kerberos]~=0.18.0
snowflake-sqlalchemy~=1.4
mypy_extensions>=0.4.3
lkml~=1.3
collate-data-diff[presto]
grpcio-tools>=1.47.2
thrift-sasl~=0.4
tableauserverclient==0.25
sqlalchemy<2,>=1.4.0
tenacity<10,>=8.0
pymysql~=1.0
collate-sqllineage>=2.1.1
google-cloud-storage>=1.43.0
azure-storage-blob
deltalake<0.20,>=0.19.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
GeoAlchemy2~=0.12
cryptography>=42.0.0
pyhive[hive_pure_sasl]~=0.7
clickhouse-sqlalchemy~=0.2.0
google-cloud-monitoring>=2.0.0
requests-aws4auth~=1.1
sqlalchemy-hana
cached-property==1.5.2
pyOpenSSL~=24.1.0
fastavro>=1.2.0
packaging
pandas~=2.0.3
email-validator>=2.0
impyla~=0.18.0
sqlalchemy-pgspider
avro<1.12,>=1.11.4
pydomo~=0.3
antlr4-python3-runtime==4.9.2
google-cloud-bigtable>=2.0.0
collate-data-diff[mssql]
sqlalchemy-databricks~=0.1
teradatasqlalchemy==20.0.0.2
ndg-httpsclient~=0.5.1
validators~=0.22.0
trino[sqlalchemy]
kubernetes>=21.0.0
sqlalchemy-bigquery~=1.15.0
jsonpatch<2.0,>=1.24
cassandra-driver>=3.28.0
chardet==4.0.0
collate-data-diff>=0.11.9
gcsfs~=2023.12.1
sqlalchemy-vertica[vertica-python]>=0.0.5
confluent_kafka<=2.6.1,>=2.1.1
google-crc32c
croniter<3
collate-dbt-artifacts-parser
psycopg2-binary
PyYAML~=6.0
giturlparse
sqlalchemy-redshift==0.8.12
opensearch-py~=2.4.0
pymssql~=2.3.9
oracledb~=1.2
numpy<2
sqlalchemy_exasol<6,>=5
collate-data-diff[snowflake]
sqlalchemy-pytds~=0.3
looker-sdk!=24.18.0,>=22.20.0
kafka-connect-py==0.10.11
collate-data-diff[oracle]
jaraco.context==6.0.1

[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]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
cramjam~=2.7
boto3~=1.41.5
freezegun
pydoris-custom<1.5,>=1.0.2
asammdf~=7.4.5
kafka-connect-py==0.10.11
collate-data-diff[clickhouse]
delta-spark<4.0.0,>=3.0.0
presidio-analyzer==2.2.358
spacy<3.8
pytest-cov
opentelemetry-exporter-otlp==1.37.0
google-cloud-logging
locust~=2.32.0
pyiceberg==0.5.1
elasticsearch8~=8.9.0
faker==37.1.0
aiobotocore~=2.26.0
cachetools
mlflow-skinny~=3.6.0
clickhouse-driver~=0.2
requests<3,>=2.31.0
protobuf
basedpyright~=1.14
pyarrow~=16.0
pymongo~=4.3
scikit-learn~=1.0
databricks-sdk~=0.20.0
dirty-equals
ijson~=3.4
pytest-order
apache-airflow==3.1.5
sqlalchemy-cockroachdb~=2.0
cx_Oracle<9,>=8.3.0
s3fs~=2023.12.1
dagster_graphql>=1.8.0
collate-data-diff[mysql]
python-liquid
google-cloud-datacatalog>=3.6.2
pyathena~=3.25.0
snowflake-sqlalchemy~=1.4
lkml~=1.3
grpcio-tools>=1.47.2
tableauserverclient==0.25
boto3-stubs
pymysql~=1.0
deltalake<0.20,>=0.19.0
google-cloud-storage>=1.43.0
pytest==7.0.1
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
great-expectations~=0.18.0
GeoAlchemy2~=0.12
pyhive[hive_pure_sasl]~=0.7
minio==7.2.5
google-cloud-monitoring>=2.0.0
clickhouse-sqlalchemy~=0.2.0
fastavro>=1.2.0
factory-boy~=3.3.3
pandas~=2.0.3
mypy-boto3-glue
sqlalchemy-pgspider
avro<1.12,>=1.11.4
pydomo~=0.3
kafka-python==2.0.2
collate-data-diff[mssql]
google-cloud-bigtable>=2.0.0
sqlalchemy-databricks~=0.1
validators~=0.22.0
trino[sqlalchemy]
cassandra-driver>=3.28.0
sqlalchemy-bigquery~=1.15.0
gcsfs~=2023.12.1
confluent_kafka<=2.6.1,>=2.1.1
croniter<3
collate-dbt-artifacts-parser
coverage
psycopg2-binary
pyspark==3.5.6
sqlalchemy-redshift==0.8.12
opensearch-py~=2.4.0
oracledb~=1.2
numpy<2
sqlalchemy_exasol<6,>=5
sqlalchemy-pytds~=0.3
looker-sdk!=24.18.0,>=22.20.0
giturlparse
collate-data-diff[oracle]

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