cryptography>=46.0.5
jaraco.functools<4.2.0
memory-profiler
sqlalchemy<2,>=1.4.0
kubernetes<36,>=21.0.0
python-dotenv>=0.19.0
pydantic<2.12,>=2.7.0,~=2.0
httpx~=0.28.0
typing-inspect
google-cloud-secret-manager==2.24.0
boto3~=1.41.5
collate-sqllineage>=2.1.3
Jinja2>=2.11.3
PyYAML~=6.0
azure-keyvault-secrets
requests>=2.23
email-validator>=2.0
google-crc32c
requests-aws4auth~=1.1
azure-identity~=1.12
chardet==4.0.0
pydantic-settings>=2.7.0,~=2.0
collate-data-diff>=0.11.11
jaraco.context>=6.1.0
mypy_extensions>=0.4.3
shapely
setuptools>=78.1.1
pymysql~=1.0
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
cached-property==1.5.2
tenacity<10,>=8.0
dbt-extractor>=0.5.0
jsonpatch<2.0,>=1.24
tabulate==0.9.0
antlr4-python3-runtime==4.9.2
packaging

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

[all]
collate-data-diff[mysql]
jaraco.functools<4.2.0
pyarrow~=16.0
websocket-client~=1.6.1
pure-transport==0.2.0
gitpython~=3.1.34
python-dotenv>=0.19.0
google-cloud-datacatalog>=3.6.2
ijson~=3.4
pyiceberg==0.5.1
exasol-integration-test-docker-environment<4,>=3.1.0
aiobotocore~=2.26.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
boto3~=1.41.5
azure-storage-blob
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
clickhouse-sqlalchemy~=0.2.0
dagster_graphql>=1.8.0
collate-sqllineage>=2.1.3
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
sqlalchemy-databricks~=0.1
google-cloud-bigtable>=2.0.0
sqlalchemy-pytds~=0.3
fastavro>=1.2.0
croniter<3
msal~=1.2
requests>=2.23
email-validator>=2.0
mlflow-skinny<3.13,>=3.11.1
pydantic-settings>=2.7.0,~=2.0
protobuf
sqlalchemy-bigquery~=1.15.0
jaraco.context>=6.1.0
clickhouse-driver~=0.2
thrift<1,>=0.13
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.2
setuptools>=78.1.1
pymysql~=1.0
psycopg2-binary
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
presidio-analyzer==2.2.358
trino[sqlalchemy]
sqlalchemy-ibmi~=0.9.3
pyathena~=3.25.0
google-cloud
pandas~=2.0.3
cached-property==1.5.2
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pydruid>=0.6.5
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
tenacity<10,>=8.0
dbt-extractor>=0.5.0
pydomo~=0.3
tableauserverclient==0.40
jsonpatch<2.0,>=1.24
neo4j~=5.3
snowflake-sqlalchemy>=1.8.0
adlfs>=2023.1.0
pyspark==3.5.6
ndg-httpsclient~=0.5.1
cx_Oracle<9,>=8.3.0
google-cloud-logging
google-cloud-storage>=1.43.0
delta-spark<4.0.0,>=3.0.0
python-liquid
packaging
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
collate-data-diff[mssql]
cryptography>=46.0.5
collate-data-diff[oracle]
pinotdb~=5.0
sqlalchemy-hana
oracledb~=1.2
collate-data-diff[trino]
memory-profiler
sqlalchemy<2,>=1.4.0
kubernetes<36,>=21.0.0
validators~=0.22.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
pydantic<2.12,>=2.7.0,~=2.0
gcsfs~=2023.12.1
spacy<3.8
httpx~=0.28.0
numpy<2
typing-inspect
google-cloud-secret-manager==2.24.0
pyasn1>=0.6.3
impyla~=0.18.0
grpcio-tools>=1.47.2
elasticsearch8~=8.9.0
deltalake<0.20,>=0.19.0
lkml~=1.3
Jinja2>=2.11.3
PyYAML~=6.0
authlib>=1.3.1
databricks-sdk~=0.20.0
couchbase~=4.1
pure-sasl
hdbcli
cachetools
azure-keyvault-secrets
collate-data-diff[snowflake]
pyodbc<5,>=4.0.35
google-crc32c
requests-aws4auth~=1.1
azure-identity~=1.12
chardet==4.0.0
collate-data-diff>=0.11.11
great-expectations~=1.0
giturlparse
collate-data-diff[presto]
requests-ntlm
mypy_extensions>=0.4.3
shapely
cramjam~=2.7
pymongo~=4.3
sqlalchemy-pgspider
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
pydoris-custom<1.5,>=1.0.2
scikit-learn~=1.0
simple_salesforce~=1.11
asammdf~=7.4.5
tabulate==0.9.0
cassandra-driver>=3.28.0
antlr4-python3-runtime==4.9.2
kafka-connect-py==0.10.11
thrift-sasl~=0.4
google-cloud-monitoring>=2.0.0
pymssql~=2.3.9
avro<1.12,>=1.11.4

[all-dev-env]
collate-data-diff[mysql]
jaraco.functools<4.2.0
pyarrow~=16.0
websocket-client~=1.6.1
pure-transport==0.2.0
gitpython~=3.1.34
python-dotenv>=0.19.0
google-cloud-datacatalog>=3.6.2
ijson~=3.4
pyiceberg==0.5.1
exasol-integration-test-docker-environment<4,>=3.1.0
aiobotocore~=2.26.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
boto3~=1.41.5
azure-storage-blob
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
clickhouse-sqlalchemy~=0.2.0
dagster_graphql>=1.8.0
collate-sqllineage>=2.1.3
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
sqlalchemy-databricks~=0.1
google-cloud-bigtable>=2.0.0
sqlalchemy-pytds~=0.3
fastavro>=1.2.0
croniter<3
msal~=1.2
requests>=2.23
email-validator>=2.0
mlflow-skinny<3.13,>=3.11.1
pydantic-settings>=2.7.0,~=2.0
protobuf
sqlalchemy-bigquery~=1.15.0
jaraco.context>=6.1.0
clickhouse-driver~=0.2
thrift<1,>=0.13
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.2
setuptools>=78.1.1
pymysql~=1.0
psycopg2-binary
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
presidio-analyzer==2.2.358
trino[sqlalchemy]
sqlalchemy-ibmi~=0.9.3
pyathena~=3.25.0
google-cloud
pandas~=2.0.3
cached-property==1.5.2
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pydruid>=0.6.5
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
tenacity<10,>=8.0
dbt-extractor>=0.5.0
pydomo~=0.3
tableauserverclient==0.40
jsonpatch<2.0,>=1.24
neo4j~=5.3
snowflake-sqlalchemy>=1.8.0
adlfs>=2023.1.0
pyspark==3.5.6
ndg-httpsclient~=0.5.1
cx_Oracle<9,>=8.3.0
google-cloud-logging
google-cloud-storage>=1.43.0
delta-spark<4.0.0,>=3.0.0
python-liquid
packaging
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
collate-data-diff[mssql]
cryptography>=46.0.5
collate-data-diff[oracle]
pinotdb~=5.0
sqlalchemy-hana
oracledb~=1.2
collate-data-diff[trino]
memory-profiler
sqlalchemy<2,>=1.4.0
kubernetes<36,>=21.0.0
validators~=0.22.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
pydantic<2.12,>=2.7.0,~=2.0
gcsfs~=2023.12.1
spacy<3.8
httpx~=0.28.0
numpy<2
typing-inspect
google-cloud-secret-manager==2.24.0
pyasn1>=0.6.3
impyla~=0.18.0
grpcio-tools>=1.47.2
elasticsearch8~=8.9.0
deltalake<0.20,>=0.19.0
lkml~=1.3
Jinja2>=2.11.3
PyYAML~=6.0
authlib>=1.3.1
databricks-sdk~=0.20.0
couchbase~=4.1
pure-sasl
hdbcli
cachetools
azure-keyvault-secrets
collate-data-diff[snowflake]
pyodbc<5,>=4.0.35
google-crc32c
requests-aws4auth~=1.1
azure-identity~=1.12
chardet==4.0.0
collate-data-diff>=0.11.11
great-expectations~=1.0
giturlparse
collate-data-diff[presto]
requests-ntlm
mypy_extensions>=0.4.3
shapely
cramjam~=2.7
pymongo~=4.3
sqlalchemy-pgspider
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
pydoris-custom<1.5,>=1.0.2
scikit-learn~=1.0
simple_salesforce~=1.11
asammdf~=7.4.5
tabulate==0.9.0
cassandra-driver>=3.28.0
antlr4-python3-runtime==4.9.2
kafka-connect-py==0.10.11
thrift-sasl~=0.4
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.25.0

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc<5,>=4.0.35

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

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

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

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyOpenSSL>=26.0.0
pyhive[hive_pure_sasl]~=0.7
databricks-sdk~=0.20.0
sqlalchemy-databricks~=0.1
ndg-httpsclient~=0.5.1
pyasn1>=0.6.3

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

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

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

[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
boto3~=1.41.5
azure-identity~=1.12
azure-storage-blob~=12.14
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]
delta-spark<4.0.0,>=3.0.0
pyspark==3.5.6

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

[dev]
datamodel-code-generator==0.25.6
boto3-stubs
pycln
twine
pre-commit
isort
build
black==22.3.0
uvloop==0.21.0
sqlalchemy-bigquery~=1.15.0
spacy<3.8
pylint~=3.2.0
presidio-analyzer==2.2.358
cachetools
mypy-boto3-glue
grpcio-tools>=1.47.2
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~=1.41.5

[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~=1.41.5

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.13,>=3.11.1

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

[opensearch]
opensearch-py~=2.4.0

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

[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[mysql]
apache-airflow==3.1.5
pyarrow~=16.0
pytest-base-url
GeoAlchemy2~=0.12
google-cloud-datacatalog>=3.6.2
ijson~=3.4
grpcio-tools>=1.47.2
numpy<2
aiobotocore~=2.26.0
boto3~=1.41.5
collate-dbt-artifacts-parser
cachetools
fastavro>=1.2.0
avro<1.12,>=1.11.4
collate-data-diff[snowflake]
mlflow-skinny<3.13,>=3.11.1
opentelemetry-exporter-otlp==1.37.0
azure-identity~=1.12
protobuf
sqlalchemy-bigquery~=1.15.0
attrs
cramjam~=2.7
azure-storage-blob~=12.14
sqlalchemy-redshift==0.8.12
pymysql~=1.0
psycopg2-binary
presidio-analyzer==2.2.358
google-cloud
pandas~=2.0.3
pytest-playwright
s3fs~=2023.12.1
asammdf~=7.4.5
snowflake-sqlalchemy>=1.8.0
google-cloud-logging
google-cloud-storage>=1.43.0
packaging
confluent_kafka<=2.6.1,>=2.1.1

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
pyhive[hive_pure_sasl]~=0.7
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~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

[sample-data]
presidio-analyzer==2.2.358
sqlalchemy-bigquery~=1.15.0
spacy<3.8
cachetools
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
collate-data-diff[mysql]
jaraco.functools<4.2.0
pyarrow~=16.0
websocket-client~=1.6.1
pure-transport==0.2.0
gitpython~=3.1.34
python-dotenv>=0.19.0
google-cloud-datacatalog>=3.6.2
ijson~=3.4
pyiceberg==0.5.1
exasol-integration-test-docker-environment<4,>=3.1.0
aiobotocore~=2.26.0
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-dbt-artifacts-parser
boto3~=1.41.5
azure-storage-blob
pyOpenSSL>=26.0.0
collate-data-diff[clickhouse]
clickhouse-sqlalchemy~=0.2.0
dagster_graphql>=1.8.0
collate-sqllineage>=2.1.3
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
sqlalchemy-databricks~=0.1
google-cloud-bigtable>=2.0.0
sqlalchemy-pytds~=0.3
fastavro>=1.2.0
croniter<3
msal~=1.2
requests>=2.23
email-validator>=2.0
mlflow-skinny<3.13,>=3.11.1
pydantic-settings>=2.7.0,~=2.0
protobuf
sqlalchemy-bigquery~=1.15.0
jaraco.context>=6.1.0
clickhouse-driver~=0.2
thrift<1,>=0.13
azure-storage-blob~=12.14
teradatasqlalchemy==20.0.0.2
setuptools>=78.1.1
pymysql~=1.0
psycopg2-binary
sqlalchemy-redshift==0.8.12
confluent_kafka<=2.6.1,>=2.1.1
presidio-analyzer==2.2.358
trino[sqlalchemy]
sqlalchemy-ibmi~=0.9.3
pyathena~=3.25.0
google-cloud
pandas~=2.0.3
cached-property==1.5.2
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
pydruid>=0.6.5
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
tenacity<10,>=8.0
dbt-extractor>=0.5.0
pydomo~=0.3
tableauserverclient==0.40
jsonpatch<2.0,>=1.24
neo4j~=5.3
snowflake-sqlalchemy>=1.8.0
adlfs>=2023.1.0
ndg-httpsclient~=0.5.1
cx_Oracle<9,>=8.3.0
google-cloud-logging
google-cloud-storage>=1.43.0
collate-data-diff[mssql]
python-liquid
packaging
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
pinotdb~=5.0
cryptography>=46.0.5
collate-data-diff[oracle]
sqlalchemy-hana
collate-data-diff[trino]
oracledb~=1.2
memory-profiler
sqlalchemy<2,>=1.4.0
kubernetes<36,>=21.0.0
validators~=0.22.0
GeoAlchemy2~=0.12
looker-sdk!=24.18.0,>=22.20.0
pydantic<2.12,>=2.7.0,~=2.0
gcsfs~=2023.12.1
spacy<3.8
httpx~=0.28.0
numpy<2
typing-inspect
google-cloud-secret-manager==2.24.0
pyasn1>=0.6.3
impyla~=0.18.0
grpcio-tools>=1.47.2
elasticsearch8~=8.9.0
deltalake<0.20,>=0.19.0
lkml~=1.3
Jinja2>=2.11.3
PyYAML~=6.0
authlib>=1.3.1
databricks-sdk~=0.20.0
couchbase~=4.1
pure-sasl
hdbcli
cachetools
azure-keyvault-secrets
collate-data-diff[snowflake]
pyodbc<5,>=4.0.35
google-crc32c
requests-aws4auth~=1.1
azure-identity~=1.12
chardet==4.0.0
collate-data-diff>=0.11.11
great-expectations~=1.0
giturlparse
collate-data-diff[presto]
requests-ntlm
mypy_extensions>=0.4.3
shapely
cramjam~=2.7
pymongo~=4.3
sqlalchemy-pgspider
importlib-metadata>=4.13.0
python-dateutil>=2.8.1
pydoris-custom<1.5,>=1.0.2
simple_salesforce~=1.11
asammdf~=7.4.5
tabulate==0.9.0
cassandra-driver>=3.28.0
antlr4-python3-runtime==4.9.2
kafka-connect-py==0.10.11
thrift-sasl~=0.4
google-cloud-monitoring>=2.0.0
pymssql~=2.3.9
avro<1.12,>=1.11.4

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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
collate-data-diff[mysql]
apache-airflow==3.1.5
pytest==7.0.1
pyarrow~=16.0
google-cloud-datacatalog>=3.6.2
pyiceberg==0.5.1
ijson~=3.4
exasol-integration-test-docker-environment<4,>=3.1.0
aiobotocore~=2.26.0
collate-dbt-artifacts-parser
boto3~=1.41.5
collate-data-diff[clickhouse]
great-expectations~=0.18.0
coverage
pyhive[hive_pure_sasl]~=0.7
clickhouse-sqlalchemy~=0.2.0
dagster_graphql>=1.8.0
basedpyright~=1.14
sqlalchemy-databricks~=0.1
google-cloud-bigtable>=2.0.0
sqlalchemy-pytds~=0.3
fastavro>=1.2.0
croniter<3
dirty-equals
avro<1.12,>=1.11.4
mlflow-skinny<3.13,>=3.11.1
protobuf
clickhouse-driver~=0.2
kafka-python==2.0.2
requests<3,>=2.31.0
sqlalchemy-bigquery~=1.15.0
locust~=2.32.0
sqlalchemy-redshift==0.8.12
pymysql~=1.0
presidio-analyzer==2.2.358
psycopg2-binary
mypy-boto3-glue
trino[sqlalchemy]
pyathena~=3.25.0
pandas~=2.0.3
opensearch-py~=2.4.0
sqlalchemy_exasol<6,>=5
s3fs~=2023.12.1
pydomo~=0.3
tableauserverclient==0.40
factory-boy~=3.3.3
snowflake-sqlalchemy>=1.8.0
neo4j~=5.3
pyspark==3.5.6
cx_Oracle<9,>=8.3.0
collate-data-diff[mssql]
delta-spark<4.0.0,>=3.0.0
google-cloud-storage>=1.43.0
python-liquid
sqlalchemy-cockroachdb~=2.0
google-cloud-logging
collate-data-diff[oracle]
minio==7.2.5
oracledb~=1.2
faker==37.1.0
pytest-cov
looker-sdk!=24.18.0,>=22.20.0
GeoAlchemy2~=0.12
gcsfs~=2023.12.1
spacy<3.8
grpcio-tools>=1.47.2
numpy<2
elasticsearch8~=8.9.0
lkml~=1.3
deltalake<0.20,>=0.19.0
databricks-sdk~=0.20.0
cachetools
boto3-stubs
pytest-order
opentelemetry-exporter-otlp==1.37.0
giturlparse
cramjam~=2.7
pymongo~=4.3
sqlalchemy-pgspider
pydoris-custom<1.5,>=1.0.2
scikit-learn~=1.0
asammdf~=7.4.5
cassandra-driver>=3.28.0
validators~=0.22.0
kafka-connect-py==0.10.11
freezegun
google-cloud-monitoring>=2.0.0
confluent_kafka<=2.6.1,>=2.1.1

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

[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
