jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
requests-aws4auth~=1.1
jaraco.context==6.0.1
sqlalchemy<2,>=1.4.0
antlr4-python3-runtime==4.9.2
google-cloud-secret-manager==2.24.0
cached-property==1.5.2
boto3==1.37.1
typing-inspect
requests>=2.23
snowflake-connector-python==3.14.0
httpx~=0.28.0
packaging
collate-sqllineage~=2.0
python-dateutil>=2.8.1
chardet==4.0.0
kubernetes>=21.0.0
python-dotenv>=0.19.0
PyYAML~=6.0
azure-keyvault-secrets
pydantic<2.12,>=2.7.0,~=2.0
google-crc32c
azure-identity~=1.12
memory-profiler
setuptools<81,>=78.1.1
email-validator>=2.0
importlib-metadata>=4.13.0
jaraco.functools<4.2.0
cryptography>=42.0.0
shapely
Jinja2>=2.11.3
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
pymysql~=1.0

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

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

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

[all]
oracledb~=1.2
requests-aws4auth~=1.1
aiobotocore~=2.26.0
sqlalchemy-pytds~=0.3
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
sqlalchemy-ibmi~=0.9.3
google-cloud-secret-manager==2.24.0
thrift<1,>=0.13
cassandra-driver>=3.28.0
boto3==1.37.1
pymongo~=4.3
collate-data-diff[mysql]
cx_Oracle<9,>=8.3.0
scikit-learn~=1.0
adlfs>=2023.1.0
msal~=1.2
pinotdb~=5.0
collate-data-diff[trino]
presto-types-parser>=0.0.2
requests>=2.23
google-cloud-datacatalog>=3.6.2
packaging
pyhive[hive_pure_sasl]~=0.7
gcsfs~=2023.12.1
pyarrow~=16.0
google-cloud-monitoring>=2.0.0
python-dateutil>=2.8.1
collate-data-diff[vertica]
google-cloud-logging
exasol-integration-test-docker-environment<4,>=3.1.0
snowflake-sqlalchemy~=1.4
spacy<3.8
google-cloud
python-dotenv>=0.19.0
pydoris-custom<1.5,>=1.0.2
azure-keyvault-secrets
sqlalchemy-bigquery~=1.15.0
databricks-sdk~=0.20.0
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
pyasn1~=0.6.0
s3fs~=2023.12.1
collate-data-diff[oracle]
hdbcli
ijson~=3.4
validators~=0.22.0
grpcio-tools>=1.47.2
azure-storage-blob
pure-sasl
trino[sqlalchemy]
protobuf
memory-profiler
delta-spark<4.0.0,>=3.0.0
simple_salesforce~=1.11
email-validator>=2.0
psycopg2-binary
asammdf~=7.4.5
cachetools
sqlalchemy_exasol<6,>=5
jaraco.functools<4.2.0
numpy<2
clickhouse-sqlalchemy~=0.2.0
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
sqlalchemy-vertica[vertica-python]>=0.0.5
teradatasqlalchemy==20.0.0.2
jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
jaraco.context==6.0.1
collate-data-diff[presto]
impyla[kerberos]~=0.18.0
confluent_kafka<=2.6.1,>=2.1.1
pydomo~=0.3
websocket-client~=1.6.1
sqlalchemy<2,>=1.4.0
GeoAlchemy2~=0.12
pyspark==3.5.6
pure-transport==0.2.0
google-cloud-storage>=1.43.0
pyodbc<5,>=4.0.35
cached-property==1.5.2
opensearch-py~=2.4.0
collate-data-diff[snowflake]
elasticsearch8~=8.9.0
pyiceberg==0.5.1
pandas~=2.0.3
typing-inspect
snowflake-connector-python==3.14.0
httpx~=0.28.0
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
pyOpenSSL~=24.1.0
deltalake<0.20,>=0.19.0
thrift-sasl~=0.4
collate-sqllineage~=2.0
mlflow-skinny~=3.6.0
chardet==4.0.0
avro<1.12,>=1.11.4
impyla~=0.18.0
lkml~=1.3
kubernetes>=21.0.0
couchbase~=4.1
PyYAML~=6.0
fastavro>=1.2.0
tableauserverclient==0.25
pymssql~=2.3.9
gitpython~=3.1.34
google-cloud-bigtable>=2.0.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.3.1
sqlalchemy-databricks~=0.1
google-crc32c
giturlparse
sqlalchemy-hana
azure-storage-blob~=12.14
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
setuptools<81,>=78.1.1
croniter<3
great-expectations~=1.0
importlib-metadata>=4.13.0
python-liquid
sqlalchemy-pgspider
dagster_graphql>=1.8.0
cramjam~=2.7
cryptography>=42.0.0
shapely
Jinja2>=2.11.3
collate-dbt-artifacts-parser
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
pymysql~=1.0
collate-data-diff[mssql]

[all-dev-env]
oracledb~=1.2
requests-aws4auth~=1.1
aiobotocore~=2.26.0
sqlalchemy-pytds~=0.3
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
sqlalchemy-ibmi~=0.9.3
google-cloud-secret-manager==2.24.0
thrift<1,>=0.13
cassandra-driver>=3.28.0
boto3==1.37.1
pymongo~=4.3
collate-data-diff[mysql]
cx_Oracle<9,>=8.3.0
scikit-learn~=1.0
adlfs>=2023.1.0
msal~=1.2
pinotdb~=5.0
collate-data-diff[trino]
presto-types-parser>=0.0.2
requests>=2.23
google-cloud-datacatalog>=3.6.2
packaging
pyhive[hive_pure_sasl]~=0.7
gcsfs~=2023.12.1
pyarrow~=16.0
google-cloud-monitoring>=2.0.0
python-dateutil>=2.8.1
collate-data-diff[vertica]
google-cloud-logging
exasol-integration-test-docker-environment<4,>=3.1.0
snowflake-sqlalchemy~=1.4
spacy<3.8
google-cloud
python-dotenv>=0.19.0
pydoris-custom<1.5,>=1.0.2
azure-keyvault-secrets
sqlalchemy-bigquery~=1.15.0
databricks-sdk~=0.20.0
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
pyasn1~=0.6.0
s3fs~=2023.12.1
collate-data-diff[oracle]
hdbcli
ijson~=3.4
validators~=0.22.0
grpcio-tools>=1.47.2
azure-storage-blob
pure-sasl
trino[sqlalchemy]
protobuf
memory-profiler
delta-spark<4.0.0,>=3.0.0
simple_salesforce~=1.11
email-validator>=2.0
psycopg2-binary
asammdf~=7.4.5
cachetools
sqlalchemy_exasol<6,>=5
jaraco.functools<4.2.0
numpy<2
clickhouse-sqlalchemy~=0.2.0
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
sqlalchemy-vertica[vertica-python]>=0.0.5
teradatasqlalchemy==20.0.0.2
jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
jaraco.context==6.0.1
collate-data-diff[presto]
impyla[kerberos]~=0.18.0
confluent_kafka<=2.6.1,>=2.1.1
pydomo~=0.3
websocket-client~=1.6.1
sqlalchemy<2,>=1.4.0
GeoAlchemy2~=0.12
pyspark==3.5.6
pure-transport==0.2.0
google-cloud-storage>=1.43.0
pyodbc<5,>=4.0.35
cached-property==1.5.2
opensearch-py~=2.4.0
collate-data-diff[snowflake]
elasticsearch8~=8.9.0
pyiceberg==0.5.1
pandas~=2.0.3
typing-inspect
snowflake-connector-python==3.14.0
httpx~=0.28.0
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
pyOpenSSL~=24.1.0
deltalake<0.20,>=0.19.0
thrift-sasl~=0.4
collate-sqllineage~=2.0
mlflow-skinny~=3.6.0
chardet==4.0.0
avro<1.12,>=1.11.4
impyla~=0.18.0
lkml~=1.3
kubernetes>=21.0.0
couchbase~=4.1
PyYAML~=6.0
fastavro>=1.2.0
tableauserverclient==0.25
gitpython~=3.1.34
google-cloud-bigtable>=2.0.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.3.1
sqlalchemy-databricks~=0.1
google-crc32c
giturlparse
sqlalchemy-hana
azure-storage-blob~=12.14
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
setuptools<81,>=78.1.1
croniter<3
great-expectations~=1.0
importlib-metadata>=4.13.0
python-liquid
sqlalchemy-pgspider
dagster_graphql>=1.8.0
cramjam~=2.7
cryptography>=42.0.0
shapely
Jinja2>=2.11.3
collate-dbt-artifacts-parser
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
pymysql~=1.0
collate-data-diff[mssql]

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

[bigtable]
pandas~=2.0.3
google-cloud-bigtable>=2.0.0
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
psycopg2-binary
dagster_graphql>=1.8.0
GeoAlchemy2~=0.12
pymysql~=1.0

[data-insight]
elasticsearch8~=8.9.0

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

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

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

[datalake-s3]
fastavro>=1.2.0
aiobotocore~=2.26.0
pandas~=2.0.3
s3fs~=2023.12.1
asammdf~=7.4.5
numpy<2
cramjam~=2.7
pyarrow~=16.0
ijson~=3.4
boto3==1.37.1
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]
google-cloud
azure-identity~=1.12
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser
boto3==1.37.1
azure-storage-blob~=12.14

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

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas~=2.0.3
numpy<2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

[sample-data]
sqlalchemy-bigquery~=1.15.0
cachetools
presidio-analyzer==2.2.358
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]
oracledb~=1.2
requests-aws4auth~=1.1
aiobotocore~=2.26.0
sqlalchemy-pytds~=0.3
ndg-httpsclient~=0.5.1
kafka-connect-py==0.10.11
pyathena~=3.25.0
antlr4-python3-runtime==4.9.2
neo4j~=5.3
sqlalchemy-ibmi~=0.9.3
google-cloud-secret-manager==2.24.0
thrift<1,>=0.13
cassandra-driver>=3.28.0
boto3==1.37.1
pymongo~=4.3
collate-data-diff[mysql]
cx_Oracle<9,>=8.3.0
adlfs>=2023.1.0
msal~=1.2
pinotdb~=5.0
collate-data-diff[trino]
presto-types-parser>=0.0.2
requests>=2.23
google-cloud-datacatalog>=3.6.2
packaging
pyhive[hive_pure_sasl]~=0.7
gcsfs~=2023.12.1
pyarrow~=16.0
google-cloud-monitoring>=2.0.0
python-dateutil>=2.8.1
collate-data-diff[vertica]
google-cloud-logging
exasol-integration-test-docker-environment<4,>=3.1.0
snowflake-sqlalchemy~=1.4
spacy<3.8
google-cloud
python-dotenv>=0.19.0
pydoris-custom<1.5,>=1.0.2
azure-keyvault-secrets
sqlalchemy-bigquery~=1.15.0
databricks-sdk~=0.20.0
pydantic<2.12,>=2.7.0,~=2.0
pydruid>=0.6.5
pyasn1~=0.6.0
s3fs~=2023.12.1
collate-data-diff[oracle]
hdbcli
ijson~=3.4
validators~=0.22.0
grpcio-tools>=1.47.2
azure-storage-blob
pure-sasl
trino[sqlalchemy]
protobuf
memory-profiler
simple_salesforce~=1.11
email-validator>=2.0
psycopg2-binary
asammdf~=7.4.5
cachetools
sqlalchemy_exasol<6,>=5
jaraco.functools<4.2.0
numpy<2
clickhouse-sqlalchemy~=0.2.0
looker-sdk!=24.18.0,>=22.20.0
presidio-analyzer==2.2.358
sqlalchemy-vertica[vertica-python]>=0.0.5
teradatasqlalchemy==20.0.0.2
jsonpatch<2.0,>=1.24
mypy_extensions>=0.4.3
jaraco.context==6.0.1
collate-data-diff[presto]
impyla[kerberos]~=0.18.0
confluent_kafka<=2.6.1,>=2.1.1
pydomo~=0.3
websocket-client~=1.6.1
sqlalchemy<2,>=1.4.0
GeoAlchemy2~=0.12
pure-transport==0.2.0
google-cloud-storage>=1.43.0
pyodbc<5,>=4.0.35
cached-property==1.5.2
opensearch-py~=2.4.0
collate-data-diff[snowflake]
elasticsearch8~=8.9.0
pyiceberg==0.5.1
pandas~=2.0.3
typing-inspect
snowflake-connector-python==3.14.0
httpx~=0.28.0
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
pyOpenSSL~=24.1.0
deltalake<0.20,>=0.19.0
thrift-sasl~=0.4
collate-sqllineage~=2.0
mlflow-skinny~=3.6.0
chardet==4.0.0
avro<1.12,>=1.11.4
impyla~=0.18.0
lkml~=1.3
kubernetes>=21.0.0
couchbase~=4.1
PyYAML~=6.0
fastavro>=1.2.0
tableauserverclient==0.25
pymssql~=2.3.9
gitpython~=3.1.34
google-cloud-bigtable>=2.0.0
sqlalchemy-cockroachdb~=2.0
authlib>=1.3.1
sqlalchemy-databricks~=0.1
google-crc32c
giturlparse
sqlalchemy-hana
azure-storage-blob~=12.14
sqlalchemy-redshift==0.8.12
azure-identity~=1.12
setuptools<81,>=78.1.1
croniter<3
great-expectations~=1.0
importlib-metadata>=4.13.0
python-liquid
sqlalchemy-pgspider
dagster_graphql>=1.8.0
cramjam~=2.7
cryptography>=42.0.0
shapely
Jinja2>=2.11.3
collate-dbt-artifacts-parser
pydantic-settings>=2.7.0,~=2.0
tabulate==0.9.0
pymysql~=1.0
collate-data-diff[mssql]

[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]

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
