packaging
requests-aws4auth~=1.1
cached-property==1.5.2
tenacity<10,>=8.0
snowflake-connector-python~=3.18.0
email-validator>=2.0
pymysql~=1.0
kubernetes>=21.0.0
chardet==4.0.0
sqlalchemy<2,>=1.4.0
python-dotenv>=0.19.0
requests>=2.23
Jinja2>=2.11.3
shapely
python-dateutil>=2.8.1
google-crc32c
dbt-extractor>=0.5.0
setuptools<81,>=78.1.1
httpx~=0.28.0
collate-data-diff>=0.11.9
google-cloud-secret-manager==2.24.0
pydantic<2.12,>=2.7.0,~=2.0
typing-inspect
cryptography>=42.0.0
collate-sqllineage>=2.1.1
azure-identity~=1.12
memory-profiler
antlr4-python3-runtime==4.9.2
jaraco.functools<4.2.0
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
jsonpatch<2.0,>=1.24
jaraco.context==6.0.1
tabulate==0.9.0
boto3~=1.41.5
azure-keyvault-secrets
PyYAML~=6.0
mypy_extensions>=0.4.3

[: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]
packaging
pyodbc<5,>=4.0.35
snowflake-sqlalchemy~=1.4
giturlparse
collate-data-diff[vertica]
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
google-cloud-storage>=1.43.0
snowflake-connector-python~=3.18.0
clickhouse-sqlalchemy~=0.2.0
protobuf
email-validator>=2.0
pymysql~=1.0
pydoris-custom<1.5,>=1.0.2
pymongo~=4.3
sqlalchemy<2,>=1.4.0
requests-ntlm
gcsfs~=2023.12.1
couchbase~=4.1
exasol-integration-test-docker-environment<4,>=3.1.0
requests>=2.23
great-expectations~=1.0
scikit-learn~=1.0
python-liquid
numpy<2
pyspark==3.5.6
pyOpenSSL~=24.1.0
shapely
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
neo4j~=5.3
dbt-extractor>=0.5.0
setuptools<81,>=78.1.1
pyasn1~=0.6.0
s3fs~=2023.12.1
ndg-httpsclient~=0.5.1
impyla[kerberos]~=0.18.0
presidio-analyzer==2.2.358
pinotdb~=5.0
pyiceberg==0.5.1
asammdf~=7.4.5
simple_salesforce~=1.11
collate-data-diff[trino]
azure-storage-blob~=12.14
google-cloud-bigtable>=2.0.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
typing-inspect
collate-dbt-artifacts-parser
aiobotocore~=2.26.0
azure-identity~=1.12
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
pydruid>=0.6.5
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
pydomo~=0.3
google-cloud
jsonpatch<2.0,>=1.24
jaraco.context==6.0.1
tabulate==0.9.0
confluent_kafka<=2.6.1,>=2.1.1
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
boto3~=1.41.5
gitpython~=3.1.34
hdbcli
pyathena~=3.25.0
dagster_graphql>=1.8.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
collate-data-diff[oracle]
opensearch-py~=2.4.0
collate-data-diff[presto]
collate-data-diff[mssql]
requests-aws4auth~=1.1
adlfs>=2023.1.0
thrift<1,>=0.13
sqlalchemy-hana
thrift-sasl~=0.4
tenacity<10,>=8.0
cachetools
pyarrow~=16.0
clickhouse-driver~=0.2
kubernetes>=21.0.0
ijson~=3.4
chardet==4.0.0
sqlalchemy-pytds~=0.3
authlib>=1.3.1
cx_Oracle<9,>=8.3.0
collate-data-diff[snowflake]
python-dotenv>=0.19.0
oracledb~=1.2
fastavro>=1.2.0
pyhive[hive_pure_sasl]~=0.7
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
google-crc32c
databricks-sdk~=0.20.0
validators~=0.22.0
kafka-connect-py==0.10.11
psycopg2-binary
collate-data-diff[clickhouse]
sqlalchemy-databricks~=0.1
delta-spark<4.0.0,>=3.0.0
pure-transport==0.2.0
pymssql~=2.3.9
spacy<3.8
httpx~=0.28.0
msal~=1.2
collate-data-diff>=0.11.9
google-cloud-secret-manager==2.24.0
google-cloud-datacatalog>=3.6.2
mlflow-skinny~=3.6.0
teradatasqlalchemy==20.0.0.2
jaraco.functools<4.2.0
cryptography>=42.0.0
collate-sqllineage>=2.1.1
memory-profiler
croniter<3
azure-storage-blob
sqlalchemy-cockroachdb~=2.0
pure-sasl
sqlalchemy_exasol<6,>=5
collate-data-diff[mysql]
sqlalchemy-vertica[vertica-python]>=0.0.5
elasticsearch8~=8.9.0
google-cloud-logging
pandas~=2.0.3
lkml~=1.3
impyla~=0.18.0
azure-keyvault-secrets
PyYAML~=6.0
cassandra-driver>=3.28.0
mypy_extensions>=0.4.3
trino[sqlalchemy]
grpcio-tools>=1.47.2
GeoAlchemy2~=0.12
cramjam~=2.7
websocket-client~=1.6.1

[all-dev-env]
packaging
pyodbc<5,>=4.0.35
snowflake-sqlalchemy~=1.4
giturlparse
collate-data-diff[vertica]
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
google-cloud-storage>=1.43.0
snowflake-connector-python~=3.18.0
clickhouse-sqlalchemy~=0.2.0
protobuf
email-validator>=2.0
pymysql~=1.0
pydoris-custom<1.5,>=1.0.2
pymongo~=4.3
sqlalchemy<2,>=1.4.0
requests-ntlm
gcsfs~=2023.12.1
couchbase~=4.1
exasol-integration-test-docker-environment<4,>=3.1.0
requests>=2.23
great-expectations~=1.0
scikit-learn~=1.0
python-liquid
numpy<2
pyspark==3.5.6
pyOpenSSL~=24.1.0
shapely
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
neo4j~=5.3
dbt-extractor>=0.5.0
setuptools<81,>=78.1.1
pyasn1~=0.6.0
s3fs~=2023.12.1
ndg-httpsclient~=0.5.1
impyla[kerberos]~=0.18.0
presidio-analyzer==2.2.358
pinotdb~=5.0
pyiceberg==0.5.1
asammdf~=7.4.5
simple_salesforce~=1.11
collate-data-diff[trino]
azure-storage-blob~=12.14
google-cloud-bigtable>=2.0.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
typing-inspect
collate-dbt-artifacts-parser
aiobotocore~=2.26.0
azure-identity~=1.12
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
pydruid>=0.6.5
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
pydomo~=0.3
google-cloud
jsonpatch<2.0,>=1.24
jaraco.context==6.0.1
tabulate==0.9.0
confluent_kafka<=2.6.1,>=2.1.1
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
boto3~=1.41.5
gitpython~=3.1.34
hdbcli
pyathena~=3.25.0
dagster_graphql>=1.8.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
collate-data-diff[oracle]
opensearch-py~=2.4.0
collate-data-diff[presto]
collate-data-diff[mssql]
requests-aws4auth~=1.1
adlfs>=2023.1.0
thrift<1,>=0.13
sqlalchemy-hana
thrift-sasl~=0.4
tenacity<10,>=8.0
cachetools
pyarrow~=16.0
clickhouse-driver~=0.2
kubernetes>=21.0.0
ijson~=3.4
chardet==4.0.0
sqlalchemy-pytds~=0.3
authlib>=1.3.1
cx_Oracle<9,>=8.3.0
collate-data-diff[snowflake]
python-dotenv>=0.19.0
oracledb~=1.2
fastavro>=1.2.0
pyhive[hive_pure_sasl]~=0.7
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
google-crc32c
databricks-sdk~=0.20.0
validators~=0.22.0
kafka-connect-py==0.10.11
psycopg2-binary
collate-data-diff[clickhouse]
sqlalchemy-databricks~=0.1
delta-spark<4.0.0,>=3.0.0
pure-transport==0.2.0
spacy<3.8
httpx~=0.28.0
msal~=1.2
collate-data-diff>=0.11.9
google-cloud-secret-manager==2.24.0
google-cloud-datacatalog>=3.6.2
mlflow-skinny~=3.6.0
teradatasqlalchemy==20.0.0.2
jaraco.functools<4.2.0
cryptography>=42.0.0
collate-sqllineage>=2.1.1
memory-profiler
croniter<3
azure-storage-blob
sqlalchemy-cockroachdb~=2.0
pure-sasl
sqlalchemy_exasol<6,>=5
collate-data-diff[mysql]
sqlalchemy-vertica[vertica-python]>=0.0.5
elasticsearch8~=8.9.0
google-cloud-logging
pandas~=2.0.3
lkml~=1.3
impyla~=0.18.0
azure-keyvault-secrets
PyYAML~=6.0
cassandra-driver>=3.28.0
mypy_extensions>=0.4.3
trino[sqlalchemy]
grpcio-tools>=1.47.2
GeoAlchemy2~=0.12
cramjam~=2.7
websocket-client~=1.6.1

[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~=1.41.5
azure-identity~=1.12

[bigquery]
google-cloud-logging
numpy<2
google-cloud-datacatalog>=3.6.2
cachetools
pyarrow~=16.0
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]
clickhouse-driver~=0.2
collate-data-diff[clickhouse]
clickhouse-sqlalchemy~=0.2.0

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

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

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

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

[dev]
spacy<3.8
twine
boto3-stubs
datamodel-code-generator==0.25.6
pre-commit
uvloop==0.21.0
pycln
mypy-boto3-glue
build
black==22.3.0
cachetools
sqlalchemy-bigquery~=1.15.0
pylint~=3.2.0
avro<1.12,>=1.11.4
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
isort

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris-custom<1.5,>=1.0.2

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
pytest-base-url

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
pure-transport==0.2.0
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]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
confluent_kafka<=2.6.1,>=2.1.1
protobuf
fastavro>=1.2.0

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

[sagemaker]
boto3~=1.41.5

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
packaging
pyodbc<5,>=4.0.35
snowflake-sqlalchemy~=1.4
giturlparse
collate-data-diff[vertica]
looker-sdk!=24.18.0,>=22.20.0
cached-property==1.5.2
google-cloud-storage>=1.43.0
snowflake-connector-python~=3.18.0
clickhouse-sqlalchemy~=0.2.0
protobuf
email-validator>=2.0
pymysql~=1.0
pydoris-custom<1.5,>=1.0.2
pymongo~=4.3
sqlalchemy<2,>=1.4.0
requests-ntlm
gcsfs~=2023.12.1
couchbase~=4.1
exasol-integration-test-docker-environment<4,>=3.1.0
requests>=2.23
great-expectations~=1.0
python-liquid
numpy<2
pyOpenSSL~=24.1.0
shapely
python-dateutil>=2.8.1
deltalake<0.20,>=0.19.0
neo4j~=5.3
dbt-extractor>=0.5.0
setuptools<81,>=78.1.1
pyasn1~=0.6.0
s3fs~=2023.12.1
ndg-httpsclient~=0.5.1
impyla[kerberos]~=0.18.0
presidio-analyzer==2.2.358
pinotdb~=5.0
pyiceberg==0.5.1
asammdf~=7.4.5
simple_salesforce~=1.11
collate-data-diff[trino]
azure-storage-blob~=12.14
google-cloud-bigtable>=2.0.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-pgspider
pydantic<2.12,>=2.7.0,~=2.0
typing-inspect
collate-dbt-artifacts-parser
aiobotocore~=2.26.0
azure-identity~=1.12
avro<1.12,>=1.11.4
antlr4-python3-runtime==4.9.2
pydruid>=0.6.5
importlib-metadata>=4.13.0
pydantic-settings>=2.7.0,~=2.0
pydomo~=0.3
google-cloud
jsonpatch<2.0,>=1.24
jaraco.context==6.0.1
tabulate==0.9.0
confluent_kafka<=2.6.1,>=2.1.1
presto-types-parser>=0.0.2
google-cloud-monitoring>=2.0.0
boto3~=1.41.5
gitpython~=3.1.34
hdbcli
pyathena~=3.25.0
dagster_graphql>=1.8.0
sqlalchemy-redshift==0.8.12
tableauserverclient==0.25
collate-data-diff[oracle]
opensearch-py~=2.4.0
collate-data-diff[presto]
collate-data-diff[mssql]
requests-aws4auth~=1.1
adlfs>=2023.1.0
thrift<1,>=0.13
sqlalchemy-hana
thrift-sasl~=0.4
tenacity<10,>=8.0
cachetools
pyarrow~=16.0
clickhouse-driver~=0.2
kubernetes>=21.0.0
ijson~=3.4
chardet==4.0.0
sqlalchemy-pytds~=0.3
authlib>=1.3.1
cx_Oracle<9,>=8.3.0
collate-data-diff[snowflake]
python-dotenv>=0.19.0
oracledb~=1.2
fastavro>=1.2.0
pyhive[hive_pure_sasl]~=0.7
Jinja2>=2.11.3
sqlalchemy-ibmi~=0.9.3
google-crc32c
databricks-sdk~=0.20.0
validators~=0.22.0
kafka-connect-py==0.10.11
psycopg2-binary
collate-data-diff[clickhouse]
sqlalchemy-databricks~=0.1
pure-transport==0.2.0
pymssql~=2.3.9
spacy<3.8
httpx~=0.28.0
msal~=1.2
collate-data-diff>=0.11.9
google-cloud-secret-manager==2.24.0
google-cloud-datacatalog>=3.6.2
mlflow-skinny~=3.6.0
teradatasqlalchemy==20.0.0.2
jaraco.functools<4.2.0
cryptography>=42.0.0
collate-sqllineage>=2.1.1
memory-profiler
croniter<3
azure-storage-blob
sqlalchemy-cockroachdb~=2.0
pure-sasl
sqlalchemy_exasol<6,>=5
collate-data-diff[mysql]
sqlalchemy-vertica[vertica-python]>=0.0.5
elasticsearch8~=8.9.0
google-cloud-logging
pandas~=2.0.3
lkml~=1.3
impyla~=0.18.0
azure-keyvault-secrets
PyYAML~=6.0
cassandra-driver>=3.28.0
mypy_extensions>=0.4.3
trino[sqlalchemy]
grpcio-tools>=1.47.2
GeoAlchemy2~=0.12
cramjam~=2.7
websocket-client~=1.6.1

[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

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

[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
