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

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

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

[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-identity~=1.12
azure-storage-blob

[bigquery]
pyarrow~=16.0
sqlalchemy-bigquery~=1.15.0
google-cloud-datacatalog>=3.6.2
cachetools
numpy<2
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
collate-data-diff[clickhouse]
clickhouse-sqlalchemy~=0.2.0

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

[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
confluent_kafka<=2.6.1,>=2.1.1
protobuf
grpcio-tools>=1.47.2
fastavro>=1.2.0

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

[pinotdb]
pinotdb~=5.0

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

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

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

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

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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
validators~=0.22.0
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

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

[test-unit]
dirty-equals
testcontainers
factory-boy~=3.3.3
pytest==7.0.1
pytest-rerunfailures
pytest-cov
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]
trino[sqlalchemy]
collate-data-diff[trino]

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