Jinja2>=2.11.3
google-cloud-secret-manager==2.24.0
email-validator>=2.0
PyYAML~=6.0
httpx~=0.28.0
jaraco.functools<4.2.0
boto3==1.37.1
mypy_extensions>=0.4.3
snowflake-connector-python==3.14.0
cached-property==1.5.2
google-crc32c
shapely
antlr4-python3-runtime==4.11.1
pymysql~=1.0
tabulate==0.9.0
azure-identity~=1.12
chardet==4.0.0
jaraco.context==6.0.1
pydantic<2.12,>=2.7.0,~=2.0
jsonpatch<2.0,>=1.24
typing-inspect
collate-sqllineage>=2.0.2
python-dotenv>=0.19.0
pydantic-settings>=2.7.0,~=2.0
azure-keyvault-secrets
cryptography>=42.0.0
python-dateutil>=2.8.1
packaging
sqlalchemy<2,>=1.4.0
importlib-metadata>=4.13.0
kubernetes>=21.0.0
requests>=2.23
setuptools<81,>=78.1.1
requests-aws4auth~=1.1
memory-profiler

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

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

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

[all]
deltalake<0.20,>=0.19.0
sqlalchemy-pytds~=0.3
Jinja2>=2.11.3
google-cloud-datacatalog>=3.6.2
google-cloud-secret-manager==2.24.0
croniter<3
pyodbc<5,>=4.0.35
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
elasticsearch8~=8.9.0
authlib>=1.3.1
cachetools
sqlalchemy-hana
kafka-connect-py==0.10.11
psycopg2-binary
PyYAML~=6.0
clickhouse-driver~=0.2
azure-storage-blob
httpx~=0.28.0
exasol-integration-test-docker-environment<4,>=3.1.0
impyla~=0.18.0
grpcio-tools>=1.47.2
presto-types-parser>=0.0.2
boto3==1.37.1
GeoAlchemy2~=0.12
pyarrow~=16.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
mypy_extensions>=0.4.3
snowflake-connector-python==3.14.0
s3fs~=2023.12.1
sqlalchemy-cockroachdb~=2.0
sqlalchemy-bigquery~=1.15.0
pure-sasl
cached-property==1.5.2
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
shapely
antlr4-python3-runtime==4.11.1
pymysql~=1.0
msal~=1.2
hdbcli
trino[sqlalchemy]
tabulate==0.9.0
opensearch-py~=2.4.0
jaraco.context==6.0.1
pydantic<2.12,>=2.7.0,~=2.0
clickhouse-sqlalchemy~=0.2.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
thrift<1,>=0.13
scikit-learn~=1.0
neo4j~=5.3
adlfs>=2023.1.0
cassandra-driver>=3.28.0
collate-sqllineage>=2.0.2
python-dotenv>=0.19.0
collate-data-diff[clickhouse]
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
google-cloud-bigtable>=2.0.0
python-dateutil>=2.8.1
giturlparse
teradatasqlalchemy==20.0.0.2
validators~=0.22.0
packaging
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
pydomo~=0.3
pyspark==3.5.6
numpy<2
kubernetes>=21.0.0
pymssql~=2.3.9
requests>=2.23
pydruid>=0.6.5
requests-aws4auth~=1.1
python-liquid
memory-profiler
google-cloud-monitoring>=2.0.0
pymongo~=4.3
websocket-client~=1.6.1
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
cramjam~=2.7
tableauserverclient==0.25
delta-spark<4.0.0,>=3.0.0
collate-data-diff[snowflake]
sqlalchemy-vertica[vertica-python]>=0.0.5
email-validator>=2.0
pinotdb~=5.0
ndg-httpsclient~=0.5.1
pyasn1~=0.6.0
collate-data-diff[mssql]
lkml~=1.3
gitpython~=3.1.34
cx_Oracle<9,>=8.3.0
pyathena~=3.25.0
pandas~=2.0.3
collate-data-diff[trino]
asammdf~=7.4.5
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
google-crc32c
google-cloud
great-expectations~=1.0
presidio-analyzer==2.2.358
azure-identity~=1.12
chardet==4.0.0
couchbase~=4.1
protobuf
jsonpatch<2.0,>=1.24
typing-inspect
google-cloud-logging
simple_salesforce~=1.11
mlflow-skinny~=3.6.0
looker-sdk!=24.18.0,>=22.20.0
fastavro>=1.2.0
collate-data-diff[oracle]
ijson~=3.4
azure-keyvault-secrets
cryptography>=42.0.0
sqlalchemy-pgspider
spacy<3.8
pyiceberg==0.5.1
sqlalchemy<2,>=1.4.0
sqlalchemy-databricks~=0.1
pure-transport==0.2.0
importlib-metadata>=4.13.0
oracledb~=1.2
pydoris-custom<1.5,>=1.0.2
sqlalchemy-redshift==0.8.12
thrift-sasl~=0.4
setuptools<81,>=78.1.1
gcsfs~=2023.12.1

[all-dev-env]
deltalake<0.20,>=0.19.0
sqlalchemy-pytds~=0.3
Jinja2>=2.11.3
google-cloud-datacatalog>=3.6.2
google-cloud-secret-manager==2.24.0
croniter<3
pyodbc<5,>=4.0.35
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
elasticsearch8~=8.9.0
authlib>=1.3.1
cachetools
sqlalchemy-hana
kafka-connect-py==0.10.11
psycopg2-binary
PyYAML~=6.0
clickhouse-driver~=0.2
azure-storage-blob
httpx~=0.28.0
exasol-integration-test-docker-environment<4,>=3.1.0
impyla~=0.18.0
grpcio-tools>=1.47.2
presto-types-parser>=0.0.2
boto3==1.37.1
GeoAlchemy2~=0.12
pyarrow~=16.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
mypy_extensions>=0.4.3
snowflake-connector-python==3.14.0
s3fs~=2023.12.1
sqlalchemy-cockroachdb~=2.0
sqlalchemy-bigquery~=1.15.0
pure-sasl
cached-property==1.5.2
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
shapely
antlr4-python3-runtime==4.11.1
pymysql~=1.0
msal~=1.2
hdbcli
trino[sqlalchemy]
tabulate==0.9.0
opensearch-py~=2.4.0
jaraco.context==6.0.1
pydantic<2.12,>=2.7.0,~=2.0
clickhouse-sqlalchemy~=0.2.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
thrift<1,>=0.13
scikit-learn~=1.0
neo4j~=5.3
adlfs>=2023.1.0
cassandra-driver>=3.28.0
collate-sqllineage>=2.0.2
python-dotenv>=0.19.0
collate-data-diff[clickhouse]
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
google-cloud-bigtable>=2.0.0
python-dateutil>=2.8.1
giturlparse
teradatasqlalchemy==20.0.0.2
validators~=0.22.0
packaging
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
pydomo~=0.3
pyspark==3.5.6
numpy<2
kubernetes>=21.0.0
requests>=2.23
pydruid>=0.6.5
requests-aws4auth~=1.1
python-liquid
memory-profiler
google-cloud-monitoring>=2.0.0
pymongo~=4.3
websocket-client~=1.6.1
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
cramjam~=2.7
tableauserverclient==0.25
delta-spark<4.0.0,>=3.0.0
collate-data-diff[snowflake]
sqlalchemy-vertica[vertica-python]>=0.0.5
email-validator>=2.0
pinotdb~=5.0
ndg-httpsclient~=0.5.1
pyasn1~=0.6.0
collate-data-diff[mssql]
lkml~=1.3
gitpython~=3.1.34
cx_Oracle<9,>=8.3.0
pyathena~=3.25.0
pandas~=2.0.3
collate-data-diff[trino]
asammdf~=7.4.5
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
google-crc32c
google-cloud
great-expectations~=1.0
presidio-analyzer==2.2.358
azure-identity~=1.12
chardet==4.0.0
couchbase~=4.1
protobuf
jsonpatch<2.0,>=1.24
typing-inspect
google-cloud-logging
simple_salesforce~=1.11
mlflow-skinny~=3.6.0
looker-sdk!=24.18.0,>=22.20.0
fastavro>=1.2.0
collate-data-diff[oracle]
ijson~=3.4
azure-keyvault-secrets
cryptography>=42.0.0
sqlalchemy-pgspider
spacy<3.8
pyiceberg==0.5.1
sqlalchemy<2,>=1.4.0
sqlalchemy-databricks~=0.1
pure-transport==0.2.0
importlib-metadata>=4.13.0
oracledb~=1.2
pydoris-custom<1.5,>=1.0.2
sqlalchemy-redshift==0.8.12
thrift-sasl~=0.4
setuptools<81,>=78.1.1
gcsfs~=2023.12.1

[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
boto3==1.37.1
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
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]
mypy-boto3-glue
build
uvloop==0.21.0
grpcio-tools>=1.47.2
pycln
datamodel-code-generator==0.25.6
pylint~=3.2.0
avro<1.12,>=1.11.4
twine
cachetools
boto3-stubs
pre-commit
sqlalchemy-bigquery~=1.15.0
black==22.3.0
isort
presidio-analyzer==2.2.358

[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-playwright
pytest-base-url

[elasticsearch]
elasticsearch8~=8.9.0

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

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[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]
fastavro>=1.2.0
protobuf
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
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
pandas~=2.0.3
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

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

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

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
deltalake<0.20,>=0.19.0
sqlalchemy-pytds~=0.3
Jinja2>=2.11.3
google-cloud-datacatalog>=3.6.2
google-cloud-secret-manager==2.24.0
croniter<3
pyodbc<5,>=4.0.35
azure-storage-blob~=12.14
collate-dbt-artifacts-parser
sqlalchemy_exasol<6,>=5
elasticsearch8~=8.9.0
authlib>=1.3.1
cachetools
sqlalchemy-hana
kafka-connect-py==0.10.11
psycopg2-binary
PyYAML~=6.0
clickhouse-driver~=0.2
azure-storage-blob
httpx~=0.28.0
exasol-integration-test-docker-environment<4,>=3.1.0
impyla~=0.18.0
grpcio-tools>=1.47.2
presto-types-parser>=0.0.2
boto3==1.37.1
GeoAlchemy2~=0.12
pyarrow~=16.0
sqlalchemy-ibmi~=0.9.3
aiobotocore~=2.26.0
mypy_extensions>=0.4.3
snowflake-connector-python==3.14.0
s3fs~=2023.12.1
sqlalchemy-cockroachdb~=2.0
sqlalchemy-bigquery~=1.15.0
pure-sasl
cached-property==1.5.2
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
shapely
antlr4-python3-runtime==4.11.1
pymysql~=1.0
msal~=1.2
hdbcli
trino[sqlalchemy]
tabulate==0.9.0
opensearch-py~=2.4.0
jaraco.context==6.0.1
pydantic<2.12,>=2.7.0,~=2.0
clickhouse-sqlalchemy~=0.2.0
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[vertica]
thrift<1,>=0.13
neo4j~=5.3
adlfs>=2023.1.0
cassandra-driver>=3.28.0
collate-sqllineage>=2.0.2
python-dotenv>=0.19.0
collate-data-diff[clickhouse]
impyla[kerberos]~=0.18.0
pydantic-settings>=2.7.0,~=2.0
google-cloud-bigtable>=2.0.0
python-dateutil>=2.8.1
giturlparse
teradatasqlalchemy==20.0.0.2
validators~=0.22.0
packaging
pyOpenSSL~=24.1.0
databricks-sdk~=0.20.0
pydomo~=0.3
numpy<2
kubernetes>=21.0.0
pymssql~=2.3.9
requests>=2.23
pydruid>=0.6.5
requests-aws4auth~=1.1
python-liquid
memory-profiler
google-cloud-monitoring>=2.0.0
pymongo~=4.3
websocket-client~=1.6.1
collate-data-diff[mysql]
google-cloud-storage>=1.43.0
cramjam~=2.7
tableauserverclient==0.25
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[snowflake]
email-validator>=2.0
pinotdb~=5.0
ndg-httpsclient~=0.5.1
pyasn1~=0.6.0
collate-data-diff[mssql]
lkml~=1.3
gitpython~=3.1.34
cx_Oracle<9,>=8.3.0
pyathena~=3.25.0
pandas~=2.0.3
collate-data-diff[trino]
asammdf~=7.4.5
jaraco.functools<4.2.0
avro<1.12,>=1.11.4
collate-data-diff[presto]
snowflake-sqlalchemy~=1.4
google-crc32c
google-cloud
great-expectations~=1.0
presidio-analyzer==2.2.358
azure-identity~=1.12
chardet==4.0.0
couchbase~=4.1
protobuf
jsonpatch<2.0,>=1.24
typing-inspect
google-cloud-logging
simple_salesforce~=1.11
mlflow-skinny~=3.6.0
looker-sdk!=24.18.0,>=22.20.0
fastavro>=1.2.0
collate-data-diff[oracle]
ijson~=3.4
azure-keyvault-secrets
cryptography>=42.0.0
sqlalchemy-pgspider
spacy<3.8
pyiceberg==0.5.1
sqlalchemy<2,>=1.4.0
sqlalchemy-databricks~=0.1
pure-transport==0.2.0
importlib-metadata>=4.13.0
oracledb~=1.2
pydoris-custom<1.5,>=1.0.2
sqlalchemy-redshift==0.8.12
thrift-sasl~=0.4
setuptools<81,>=78.1.1
gcsfs~=2023.12.1

[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

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
