kubernetes>=21.0.0
pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
cached-property==1.5.2
google-crc32c
python-dateutil>=2.8.1
cryptography>=42.0.0
requests>=2.23
shapely
sqlalchemy<2,>=1.4.0
tabulate==0.9.0
jaraco.functools<4.2.0
antlr4-python3-runtime==4.11.1
email-validator>=2.0
python-dotenv>=0.19.0
snowflake-connector-python>=3.18.0
requests-aws4auth~=1.1
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
cachetools
google-cloud-secret-manager==2.24.0
mypy_extensions>=0.4.3
jaraco.context>=6.0.1
pymysql~=1.0
setuptools>=78.1.1
typing-inspect
chardet==4.0.0
azure-identity~=1.12
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
packaging
Jinja2>=2.11.3
memory-profiler
boto3==1.37.1
PyYAML~=6.0
httpx~=0.28.0

[: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
attrs
opentelemetry-exporter-otlp==1.37.0

[all]
kubernetes>=21.0.0
gcsfs~=2023.12.1
collate-data-diff[trino]
collate-data-diff[mssql]
impyla~=0.18.0
cached-property==1.5.2
google-crc32c
python-dateutil>=2.8.1
cryptography>=42.0.0
pydruid>=0.6.5
opensearch-py~=2.4.0
collate-data-diff[vertica]
pydomo~=0.3
great-expectations~=1.0
tabulate==0.9.0
pure-transport==0.2.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
google-cloud-bigtable>=2.0.0
avro<1.12,>=1.11.4
snowflake-sqlalchemy==1.9.0
google-cloud-storage>=1.43.0
psycopg2-binary
pyarrow>=16.0
grpcio-tools>=1.47.2
pymongo~=4.3
pymssql~=2.3.9
sqlalchemy-ibmi~=0.9.3
pyOpenSSL>=24.1.0
email-validator>=2.0
python-dotenv>=0.19.0
numpy<2
snowflake-connector-python>=3.18.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pydoris-custom<1.5,>=1.0.2
requests-aws4auth~=1.1
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
sqlalchemy-hana
oracledb~=1.2
presidio-analyzer==2.2.358
cachetools
collate-data-diff[snowflake]
lkml~=1.3
google-cloud-logging
google-cloud-secret-manager==2.24.0
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
tableauserverclient==0.25
requests-ntlm
hdbcli
pymysql~=1.0
python-liquid
sqlalchemy-pytds~=0.3
asammdf~=7.4.5
setuptools>=78.1.1
databricks-sdk~=0.20.0
spacy<3.8
deltalake<0.20,>=0.19.0
neo4j~=5.3
google-cloud-datacatalog>=3.6.2
collate-data-diff[clickhouse]
thrift-sasl~=0.4
importlib-metadata>=4.13.0
pyathena~=3.25.0
kafka-connect-py==0.10.11
ijson~=3.4
pydantic-settings>=2.7.0,~=2.0
aiobotocore~=2.26.0
clickhouse-sqlalchemy~=0.2.0
giturlparse
Jinja2>=2.11.3
azure-storage-blob~=12.14
collate-data-diff[oracle]
authlib>=1.3.1
httpx~=0.28.0
google-cloud-monitoring>=2.0.0
trino[sqlalchemy]
couchbase~=4.1
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7
pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
elasticsearch8~=8.9.0
requests>=2.23
pyasn1~=0.6.0
shapely
sqlalchemy<2,>=1.4.0
sqlalchemy-bigquery~=1.15.0
delta-spark<4.0.0,>=3.0.0
teradatasqlalchemy==20.0.0.2
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
gitpython~=3.1.34
jaraco.functools<4.2.0
adlfs>=2023.1.0
cx_Oracle<9,>=8.3.0
antlr4-python3-runtime==4.11.1
protobuf
validators~=0.22.0
azure-storage-blob
mlflow-skinny~=3.6.0
presto-types-parser>=0.0.2
thrift<1,>=0.13
jaraco.context>=6.0.1
mypy_extensions>=0.4.3
msal~=1.2
websocket-client~=1.6.1
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
croniter<3
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
typing-inspect
simple_salesforce~=1.11
chardet==4.0.0
pinotdb~=5.0
cramjam~=2.7
azure-identity~=1.12
collate-dbt-artifacts-parser
sqlalchemy-databricks~=0.1
pyspark==3.5.6
pyiceberg==0.5.1
packaging
sqlalchemy_exasol<6,>=5
looker-sdk!=24.18.0,>=22.20.0
pure-sasl
sqlalchemy-redshift==0.8.12
pandas~=2.0.3
collate-data-diff[mysql]
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
memory-profiler
boto3==1.37.1
fastavro>=1.2.0
PyYAML~=6.0
collate-data-diff[presto]

[all-dev-env]
kubernetes>=21.0.0
gcsfs~=2023.12.1
collate-data-diff[trino]
collate-data-diff[mssql]
impyla~=0.18.0
cached-property==1.5.2
google-crc32c
python-dateutil>=2.8.1
cryptography>=42.0.0
pydruid>=0.6.5
opensearch-py~=2.4.0
collate-data-diff[vertica]
pydomo~=0.3
great-expectations~=1.0
tabulate==0.9.0
pure-transport==0.2.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
google-cloud-bigtable>=2.0.0
avro<1.12,>=1.11.4
snowflake-sqlalchemy==1.9.0
google-cloud-storage>=1.43.0
psycopg2-binary
pyarrow>=16.0
grpcio-tools>=1.47.2
pymongo~=4.3
spacy<3.8
sqlalchemy-ibmi~=0.9.3
pyOpenSSL>=24.1.0
email-validator>=2.0
python-dotenv>=0.19.0
numpy<2
snowflake-connector-python>=3.18.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pydoris-custom<1.5,>=1.0.2
requests-aws4auth~=1.1
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
sqlalchemy-hana
oracledb~=1.2
presidio-analyzer==2.2.358
cachetools
collate-data-diff[snowflake]
lkml~=1.3
google-cloud-logging
google-cloud-secret-manager==2.24.0
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
tableauserverclient==0.25
requests-ntlm
hdbcli
pymysql~=1.0
python-liquid
sqlalchemy-pytds~=0.3
asammdf~=7.4.5
setuptools>=78.1.1
databricks-sdk~=0.20.0
deltalake<0.20,>=0.19.0
neo4j~=5.3
google-cloud-datacatalog>=3.6.2
collate-data-diff[clickhouse]
thrift-sasl~=0.4
importlib-metadata>=4.13.0
pyathena~=3.25.0
kafka-connect-py==0.10.11
ijson~=3.4
pydantic-settings>=2.7.0,~=2.0
aiobotocore~=2.26.0
clickhouse-sqlalchemy~=0.2.0
giturlparse
Jinja2>=2.11.3
azure-storage-blob~=12.14
collate-data-diff[oracle]
authlib>=1.3.1
httpx~=0.28.0
google-cloud-monitoring>=2.0.0
trino[sqlalchemy]
couchbase~=4.1
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7
pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
elasticsearch8~=8.9.0
requests>=2.23
pyasn1~=0.6.0
shapely
sqlalchemy<2,>=1.4.0
sqlalchemy-bigquery~=1.15.0
delta-spark<4.0.0,>=3.0.0
teradatasqlalchemy==20.0.0.2
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
gitpython~=3.1.34
jaraco.functools<4.2.0
adlfs>=2023.1.0
cx_Oracle<9,>=8.3.0
antlr4-python3-runtime==4.11.1
protobuf
validators~=0.22.0
azure-storage-blob
mlflow-skinny~=3.6.0
presto-types-parser>=0.0.2
thrift<1,>=0.13
jaraco.context>=6.0.1
mypy_extensions>=0.4.3
msal~=1.2
websocket-client~=1.6.1
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
croniter<3
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
typing-inspect
simple_salesforce~=1.11
chardet==4.0.0
pinotdb~=5.0
cramjam~=2.7
azure-identity~=1.12
collate-dbt-artifacts-parser
sqlalchemy-databricks~=0.1
pyspark==3.5.6
pyiceberg==0.5.1
packaging
sqlalchemy_exasol<6,>=5
looker-sdk!=24.18.0,>=22.20.0
pure-sasl
sqlalchemy-redshift==0.8.12
pandas~=2.0.3
collate-data-diff[mysql]
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
memory-profiler
boto3==1.37.1
fastavro>=1.2.0
PyYAML~=6.0
collate-data-diff[presto]

[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-storage-blob
azure-identity~=1.12

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

[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-driver~=0.2
clickhouse-sqlalchemy~=0.2.0

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[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]
sqlalchemy-bigquery~=1.15.0
presidio-analyzer==2.2.358
cachetools
pylint~=3.2.0
pre-commit
pycln
mypy-boto3-glue
avro<1.12,>=1.11.4
build
grpcio-tools>=1.47.2
isort
twine
uvloop==0.21.0
datamodel-code-generator==0.64.0
black==22.3.0
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]
packaging
GeoAlchemy2~=0.12
psycopg2-binary
pymysql~=1.0

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
pytest-base-url
apache-airflow==3.1.5
sqlalchemy-bigquery~=1.15.0
GeoAlchemy2~=0.12
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
psycopg2-binary
pyarrow>=16.0
grpcio-tools>=1.47.2
protobuf
numpy<2
mlflow-skinny~=3.6.0
presidio-analyzer==2.2.358
cachetools
collate-data-diff[snowflake]
google-cloud-logging
google-cloud
pytest-playwright
pymysql~=1.0
asammdf~=7.4.5
s3fs~=2023.12.1
google-cloud-datacatalog>=3.6.2
cramjam~=2.7
azure-identity~=1.12
opentelemetry-exporter-otlp==1.37.0
collate-dbt-artifacts-parser
ijson~=3.4
attrs
packaging
sqlalchemy-redshift==0.8.12
aiobotocore~=2.26.0
pandas~=2.0.3
collate-data-diff[mysql]
confluent_kafka<=2.6.1,>=2.1.1
azure-storage-blob~=12.14
snowflake-sqlalchemy==1.9.0
boto3==1.37.1
fastavro>=1.2.0

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
pure-transport==0.2.0
collate-data-diff[presto]
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]
confluent_kafka<=2.6.1,>=2.1.1
protobuf
fastavro>=1.2.0
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
kubernetes>=21.0.0
gcsfs~=2023.12.1
collate-data-diff[trino]
collate-data-diff[mssql]
impyla~=0.18.0
cached-property==1.5.2
google-crc32c
python-dateutil>=2.8.1
cryptography>=42.0.0
pydruid>=0.6.5
opensearch-py~=2.4.0
collate-data-diff[vertica]
pydomo~=0.3
great-expectations~=1.0
tabulate==0.9.0
pure-transport==0.2.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
google-cloud-bigtable>=2.0.0
avro<1.12,>=1.11.4
snowflake-sqlalchemy==1.9.0
google-cloud-storage>=1.43.0
psycopg2-binary
pyarrow>=16.0
grpcio-tools>=1.47.2
pymongo~=4.3
pymssql~=2.3.9
sqlalchemy-ibmi~=0.9.3
pyOpenSSL>=24.1.0
email-validator>=2.0
python-dotenv>=0.19.0
numpy<2
snowflake-connector-python>=3.18.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pydoris-custom<1.5,>=1.0.2
requests-aws4auth~=1.1
azure-keyvault-secrets
jsonpatch<2.0,>=1.24
sqlalchemy-hana
oracledb~=1.2
presidio-analyzer==2.2.358
cachetools
collate-data-diff[snowflake]
lkml~=1.3
google-cloud-logging
google-cloud-secret-manager==2.24.0
exasol-integration-test-docker-environment<4,>=3.1.0
google-cloud
tableauserverclient==0.25
requests-ntlm
hdbcli
pymysql~=1.0
python-liquid
sqlalchemy-pytds~=0.3
asammdf~=7.4.5
setuptools>=78.1.1
databricks-sdk~=0.20.0
spacy<3.8
deltalake<0.20,>=0.19.0
neo4j~=5.3
google-cloud-datacatalog>=3.6.2
collate-data-diff[clickhouse]
thrift-sasl~=0.4
importlib-metadata>=4.13.0
pyathena~=3.25.0
kafka-connect-py==0.10.11
ijson~=3.4
pydantic-settings>=2.7.0,~=2.0
aiobotocore~=2.26.0
clickhouse-sqlalchemy~=0.2.0
giturlparse
Jinja2>=2.11.3
azure-storage-blob~=12.14
collate-data-diff[oracle]
authlib>=1.3.1
httpx~=0.28.0
google-cloud-monitoring>=2.0.0
trino[sqlalchemy]
couchbase~=4.1
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7
pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
elasticsearch8~=8.9.0
requests>=2.23
pyasn1~=0.6.0
shapely
sqlalchemy<2,>=1.4.0
sqlalchemy-bigquery~=1.15.0
teradatasqlalchemy==20.0.0.2
sqlalchemy-cockroachdb~=2.0
gitpython~=3.1.34
jaraco.functools<4.2.0
adlfs>=2023.1.0
cx_Oracle<9,>=8.3.0
antlr4-python3-runtime==4.11.1
protobuf
validators~=0.22.0
azure-storage-blob
mlflow-skinny~=3.6.0
presto-types-parser>=0.0.2
thrift<1,>=0.13
jaraco.context>=6.0.1
mypy_extensions>=0.4.3
msal~=1.2
websocket-client~=1.6.1
sqlalchemy-vertica[vertica-python]>=0.0.5
pyodbc<5,>=4.0.35
croniter<3
impyla[kerberos]~=0.18.0
s3fs~=2023.12.1
typing-inspect
simple_salesforce~=1.11
chardet==4.0.0
pinotdb~=5.0
cramjam~=2.7
azure-identity~=1.12
collate-dbt-artifacts-parser
sqlalchemy-databricks~=0.1
pyiceberg==0.5.1
packaging
sqlalchemy_exasol<6,>=5
looker-sdk!=24.18.0,>=22.20.0
pure-sasl
sqlalchemy-redshift==0.8.12
pandas~=2.0.3
collate-data-diff[mysql]
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
memory-profiler
boto3==1.37.1
fastavro>=1.2.0
PyYAML~=6.0
collate-data-diff[presto]

[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==1.9.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
gcsfs~=2023.12.1
collate-data-diff[mssql]
opensearch-py~=2.4.0
pydomo~=0.3
minio==7.2.5
faker==37.1.0
GeoAlchemy2~=0.12
cassandra-driver>=3.28.0
google-cloud-bigtable>=2.0.0
avro<1.12,>=1.11.4
google-cloud-storage>=1.43.0
psycopg2-binary
pyarrow>=16.0
grpcio-tools>=1.47.2
pymongo~=4.3
spacy<3.8
pytest==7.0.1
clickhouse-driver~=0.2
pydoris-custom<1.5,>=1.0.2
numpy<2
oracledb~=1.2
presidio-analyzer==2.2.358
cachetools
lkml~=1.3
google-cloud-logging
pytest-order
tableauserverclient==0.25
exasol-integration-test-docker-environment<4,>=3.1.0
pymysql~=1.0
python-liquid
sqlalchemy-pytds~=0.3
asammdf~=7.4.5
databricks-sdk~=0.20.0
basedpyright~=1.14
kafka-python==2.0.2
deltalake<0.20,>=0.19.0
neo4j~=5.3
google-cloud-datacatalog>=3.6.2
collate-data-diff[clickhouse]
kafka-connect-py==0.10.11
opentelemetry-exporter-otlp==1.37.0
pyathena~=3.25.0
ijson~=3.4
aiobotocore~=2.26.0
clickhouse-sqlalchemy~=0.2.0
pytest-cov
giturlparse
requests<3,>=2.31.0
collate-data-diff[oracle]
google-cloud-monitoring>=2.0.0
trino[sqlalchemy]
sqlalchemy-pgspider
pyhive[hive_pure_sasl]~=0.7
locust~=2.32.0
elasticsearch8~=8.9.0
boto3-stubs
apache-airflow==3.1.5
factory-boy~=3.3.3
delta-spark<4.0.0,>=3.0.0
sqlalchemy-bigquery~=1.15.0
scikit-learn~=1.0
sqlalchemy-cockroachdb~=2.0
mypy-boto3-glue
cx_Oracle<9,>=8.3.0
protobuf
validators~=0.22.0
mlflow-skinny~=3.6.0
coverage
freezegun
croniter<3
s3fs~=2023.12.1
dirty-equals
cramjam~=2.7
collate-dbt-artifacts-parser
sqlalchemy-databricks~=0.1
great-expectations~=0.18.0
pyspark==3.5.6
looker-sdk!=24.18.0,>=22.20.0
sqlalchemy-redshift==0.8.12
pyiceberg==0.5.1
sqlalchemy_exasol<6,>=5
pandas~=2.0.3
collate-data-diff[mysql]
dagster_graphql>=1.8.0
confluent_kafka<=2.6.1,>=2.1.1
snowflake-sqlalchemy==1.9.0
boto3==1.37.1
fastavro>=1.2.0

[test-unit]
faker==37.1.0
testcontainers
dirty-equals
pytest-order
pytest==7.0.1
pytest-cov
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
