antlr4-python3-runtime==4.9.2
boto3~=1.41.5
snowflake-connector-python~=3.18.0
httpx~=0.28.0
shapely
requests-aws4auth~=1.1
collate-data-diff>=0.11.9
azure-identity~=1.12
sqlalchemy<2,>=1.4.0
packaging
jaraco.functools<4.2.0
requests>=2.23
email-validator>=2.0
jsonpatch<2.0,>=1.24
typing-inspect
pymysql~=1.0
google-cloud-secret-manager==2.24.0
kubernetes>=21.0.0
chardet==4.0.0
mypy_extensions>=0.4.3
PyYAML~=6.0
memory-profiler
pydantic-settings>=2.7.0,~=2.0
cached-property==1.5.2
azure-keyvault-secrets
Jinja2>=2.11.3
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
google-crc32c
tabulate==0.9.0
collate-sqllineage>=2.0.2
setuptools<81,>=78.1.1
jaraco.context==6.0.1
python-dateutil>=2.8.1
python-dotenv>=0.19.0
cryptography>=42.0.0

[: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
opentelemetry-exporter-otlp==1.37.0
attrs

[all]
antlr4-python3-runtime==4.9.2
boto3~=1.41.5
snowflake-connector-python~=3.18.0
httpx~=0.28.0
shapely
clickhouse-sqlalchemy~=0.2.0
pyasn1~=0.6.0
google-cloud-logging
thrift-sasl~=0.4
cramjam~=2.7
collate-data-diff>=0.11.9
protobuf
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
pydomo~=0.3
collate-dbt-artifacts-parser
databricks-sdk~=0.20.0
dagster_graphql>=1.8.0
msal~=1.2
couchbase~=4.1
adlfs>=2023.1.0
azure-identity~=1.12
collate-data-diff[oracle]
snowflake-sqlalchemy~=1.4
sqlalchemy<2,>=1.4.0
packaging
opensearch-py~=2.4.0
hdbcli
requests>=2.23
pyOpenSSL~=24.1.0
simple_salesforce~=1.11
psycopg2-binary
email-validator>=2.0
oracledb~=1.2
pymysql~=1.0
neo4j~=5.3
google-cloud-secret-manager==2.24.0
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
collate-data-diff[vertica]
chardet==4.0.0
mypy_extensions>=0.4.3
ijson~=3.4
requests-ntlm
PyYAML~=6.0
collate-data-diff[trino]
pydoris-custom<1.5,>=1.0.2
google-cloud-monitoring>=2.0.0
cassandra-driver>=3.28.0
collate-data-diff[mssql]
asammdf~=7.4.5
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
spacy<3.8
Jinja2>=2.11.3
azure-storage-blob~=12.14
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
pyarrow~=16.0
sqlalchemy-vertica[vertica-python]>=0.0.5
google-crc32c
google-cloud-datacatalog>=3.6.2
collate-sqllineage>=2.0.2
setuptools<81,>=78.1.1
fastavro>=1.2.0
numpy<2
python-dotenv>=0.19.0
mlflow-skinny~=3.6.0
scikit-learn~=1.0
ndg-httpsclient~=0.5.1
grpcio-tools>=1.47.2
sqlalchemy-ibmi~=0.9.3
requests-aws4auth~=1.1
thrift<1,>=0.13
pyspark==3.5.6
collate-data-diff[presto]
impyla~=0.18.0
sqlalchemy-pytds~=0.3
pydruid>=0.6.5
tableauserverclient==0.25
presidio-analyzer==2.2.358
jaraco.functools<4.2.0
google-cloud
gcsfs~=2023.12.1
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1
azure-storage-blob
pure-transport==0.2.0
google-cloud-storage>=1.43.0
cx_Oracle<9,>=8.3.0
jsonpatch<2.0,>=1.24
great-expectations~=1.0
typing-inspect
collate-data-diff[snowflake]
sqlalchemy-bigquery~=1.15.0
pandas~=2.0.3
gitpython~=3.1.34
pymssql~=2.3.9
s3fs~=2023.12.1
google-cloud-bigtable>=2.0.0
pyathena~=3.25.0
pure-sasl
kubernetes>=21.0.0
pyodbc<5,>=4.0.35
looker-sdk!=24.18.0,>=22.20.0
websocket-client~=1.6.1
deltalake<0.20,>=0.19.0
cachetools
avro<1.12,>=1.11.4
elasticsearch8~=8.9.0
kafka-connect-py==0.10.11
GeoAlchemy2~=0.12
lkml~=1.3
memory-profiler
delta-spark<4.0.0,>=3.0.0
pydantic-settings>=2.7.0,~=2.0
pyiceberg==0.5.1
pymongo~=4.3
validators~=0.22.0
giturlparse
azure-keyvault-secrets
exasol-integration-test-docker-environment<4,>=3.1.0
authlib>=1.3.1
croniter<3
impyla[kerberos]~=0.18.0
tabulate==0.9.0
clickhouse-driver~=0.2
jaraco.context==6.0.1
python-liquid
python-dateutil>=2.8.1
sqlalchemy-hana
sqlalchemy-pgspider
aiobotocore~=2.26.0
cryptography>=42.0.0
trino[sqlalchemy]

[all-dev-env]
antlr4-python3-runtime==4.9.2
boto3~=1.41.5
snowflake-connector-python~=3.18.0
httpx~=0.28.0
shapely
clickhouse-sqlalchemy~=0.2.0
pyasn1~=0.6.0
google-cloud-logging
thrift-sasl~=0.4
cramjam~=2.7
collate-data-diff>=0.11.9
protobuf
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
pydomo~=0.3
collate-dbt-artifacts-parser
databricks-sdk~=0.20.0
dagster_graphql>=1.8.0
msal~=1.2
couchbase~=4.1
adlfs>=2023.1.0
azure-identity~=1.12
collate-data-diff[oracle]
snowflake-sqlalchemy~=1.4
sqlalchemy<2,>=1.4.0
packaging
opensearch-py~=2.4.0
hdbcli
requests>=2.23
pyOpenSSL~=24.1.0
simple_salesforce~=1.11
psycopg2-binary
email-validator>=2.0
oracledb~=1.2
pymysql~=1.0
neo4j~=5.3
google-cloud-secret-manager==2.24.0
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
collate-data-diff[vertica]
chardet==4.0.0
mypy_extensions>=0.4.3
ijson~=3.4
requests-ntlm
PyYAML~=6.0
collate-data-diff[trino]
pydoris-custom<1.5,>=1.0.2
google-cloud-monitoring>=2.0.0
cassandra-driver>=3.28.0
collate-data-diff[mssql]
asammdf~=7.4.5
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
spacy<3.8
Jinja2>=2.11.3
azure-storage-blob~=12.14
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
pyarrow~=16.0
sqlalchemy-vertica[vertica-python]>=0.0.5
google-crc32c
google-cloud-datacatalog>=3.6.2
collate-sqllineage>=2.0.2
setuptools<81,>=78.1.1
fastavro>=1.2.0
numpy<2
python-dotenv>=0.19.0
mlflow-skinny~=3.6.0
scikit-learn~=1.0
ndg-httpsclient~=0.5.1
grpcio-tools>=1.47.2
sqlalchemy-ibmi~=0.9.3
requests-aws4auth~=1.1
thrift<1,>=0.13
pyspark==3.5.6
collate-data-diff[presto]
impyla~=0.18.0
sqlalchemy-pytds~=0.3
pydruid>=0.6.5
tableauserverclient==0.25
presidio-analyzer==2.2.358
jaraco.functools<4.2.0
google-cloud
gcsfs~=2023.12.1
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1
azure-storage-blob
pure-transport==0.2.0
google-cloud-storage>=1.43.0
cx_Oracle<9,>=8.3.0
jsonpatch<2.0,>=1.24
great-expectations~=1.0
typing-inspect
collate-data-diff[snowflake]
sqlalchemy-bigquery~=1.15.0
pandas~=2.0.3
gitpython~=3.1.34
s3fs~=2023.12.1
google-cloud-bigtable>=2.0.0
pyathena~=3.25.0
pure-sasl
kubernetes>=21.0.0
pyodbc<5,>=4.0.35
looker-sdk!=24.18.0,>=22.20.0
websocket-client~=1.6.1
deltalake<0.20,>=0.19.0
cachetools
avro<1.12,>=1.11.4
elasticsearch8~=8.9.0
kafka-connect-py==0.10.11
GeoAlchemy2~=0.12
lkml~=1.3
memory-profiler
delta-spark<4.0.0,>=3.0.0
pydantic-settings>=2.7.0,~=2.0
pyiceberg==0.5.1
pymongo~=4.3
validators~=0.22.0
giturlparse
azure-keyvault-secrets
exasol-integration-test-docker-environment<4,>=3.1.0
authlib>=1.3.1
croniter<3
impyla[kerberos]~=0.18.0
tabulate==0.9.0
clickhouse-driver~=0.2
jaraco.context==6.0.1
python-liquid
python-dateutil>=2.8.1
sqlalchemy-hana
sqlalchemy-pgspider
aiobotocore~=2.26.0
cryptography>=42.0.0
trino[sqlalchemy]

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

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

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

[cassandra]
cassandra-driver>=3.28.0

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

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[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]
twine
presidio-analyzer==2.2.358
pre-commit
cachetools
black==22.3.0
pycln
grpcio-tools>=1.47.2
avro<1.12,>=1.11.4
pylint~=3.2.0
mypy-boto3-glue
sqlalchemy-bigquery~=1.15.0
datamodel-code-generator==0.25.6
uvloop==0.21.0
isort
build
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]
sqlalchemy_exasol<6,>=5
exasol-integration-test-docker-environment<4,>=3.1.0

[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
pymysql~=1.0
packaging

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
antlr4-python3-runtime==4.9.2
boto3~=1.41.5
snowflake-connector-python~=3.18.0
httpx~=0.28.0
shapely
clickhouse-sqlalchemy~=0.2.0
pyasn1~=0.6.0
google-cloud-logging
thrift-sasl~=0.4
cramjam~=2.7
collate-data-diff>=0.11.9
protobuf
pinotdb~=5.0
sqlalchemy-redshift==0.8.12
pydomo~=0.3
collate-dbt-artifacts-parser
databricks-sdk~=0.20.0
dagster_graphql>=1.8.0
msal~=1.2
couchbase~=4.1
adlfs>=2023.1.0
azure-identity~=1.12
collate-data-diff[oracle]
snowflake-sqlalchemy~=1.4
sqlalchemy<2,>=1.4.0
packaging
opensearch-py~=2.4.0
hdbcli
requests>=2.23
pyOpenSSL~=24.1.0
simple_salesforce~=1.11
psycopg2-binary
email-validator>=2.0
oracledb~=1.2
pymysql~=1.0
neo4j~=5.3
google-cloud-secret-manager==2.24.0
confluent_kafka<=2.6.1,>=2.1.1
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
collate-data-diff[vertica]
chardet==4.0.0
mypy_extensions>=0.4.3
ijson~=3.4
requests-ntlm
PyYAML~=6.0
collate-data-diff[trino]
pydoris-custom<1.5,>=1.0.2
google-cloud-monitoring>=2.0.0
cassandra-driver>=3.28.0
collate-data-diff[mssql]
asammdf~=7.4.5
teradatasqlalchemy==20.0.0.2
cached-property==1.5.2
sqlalchemy-cockroachdb~=2.0
presto-types-parser>=0.0.2
spacy<3.8
Jinja2>=2.11.3
azure-storage-blob~=12.14
pydantic<2.12,>=2.7.0,~=2.0
importlib-metadata>=4.13.0
collate-data-diff[clickhouse]
pyarrow~=16.0
sqlalchemy-vertica[vertica-python]>=0.0.5
google-crc32c
google-cloud-datacatalog>=3.6.2
collate-sqllineage>=2.0.2
setuptools<81,>=78.1.1
fastavro>=1.2.0
numpy<2
python-dotenv>=0.19.0
mlflow-skinny~=3.6.0
ndg-httpsclient~=0.5.1
grpcio-tools>=1.47.2
sqlalchemy-ibmi~=0.9.3
requests-aws4auth~=1.1
thrift<1,>=0.13
collate-data-diff[presto]
impyla~=0.18.0
sqlalchemy-pytds~=0.3
pydruid>=0.6.5
tableauserverclient==0.25
presidio-analyzer==2.2.358
jaraco.functools<4.2.0
google-cloud
gcsfs~=2023.12.1
pyhive[hive_pure_sasl]~=0.7
sqlalchemy-databricks~=0.1
azure-storage-blob
pure-transport==0.2.0
google-cloud-storage>=1.43.0
cx_Oracle<9,>=8.3.0
jsonpatch<2.0,>=1.24
great-expectations~=1.0
typing-inspect
collate-data-diff[snowflake]
sqlalchemy-bigquery~=1.15.0
pandas~=2.0.3
gitpython~=3.1.34
pymssql~=2.3.9
s3fs~=2023.12.1
google-cloud-bigtable>=2.0.0
pyathena~=3.25.0
pure-sasl
kubernetes>=21.0.0
pyodbc<5,>=4.0.35
looker-sdk!=24.18.0,>=22.20.0
websocket-client~=1.6.1
deltalake<0.20,>=0.19.0
cachetools
avro<1.12,>=1.11.4
elasticsearch8~=8.9.0
kafka-connect-py==0.10.11
GeoAlchemy2~=0.12
lkml~=1.3
memory-profiler
pydantic-settings>=2.7.0,~=2.0
pyiceberg==0.5.1
pymongo~=4.3
validators~=0.22.0
giturlparse
azure-keyvault-secrets
exasol-integration-test-docker-environment<4,>=3.1.0
authlib>=1.3.1
croniter<3
impyla[kerberos]~=0.18.0
tabulate==0.9.0
clickhouse-driver~=0.2
jaraco.context==6.0.1
python-liquid
python-dateutil>=2.8.1
sqlalchemy-hana
sqlalchemy-pgspider
aiobotocore~=2.26.0
cryptography>=42.0.0
trino[sqlalchemy]

[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]
tableauserverclient==0.25
packaging
validators~=0.22.0

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
