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

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

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

[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-identity~=1.12
boto3~=1.41.5
azure-storage-blob

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

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

[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
GeoAlchemy2~=0.12
dagster_graphql>=1.8.0
pymysql~=1.0
psycopg2-binary

[data-insight]
elasticsearch8~=8.9.0

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

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

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

[datalake-s3]
aiobotocore~=2.26.0
pyarrow~=16.0
avro<1.12,>=1.11.4
cramjam~=2.7
fastavro>=1.2.0
pandas~=2.0.3
asammdf~=7.4.5
ijson~=3.4
boto3~=1.41.5
numpy<2
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
azure-storage-blob~=12.14
boto3~=1.41.5
google-cloud
collate-dbt-artifacts-parser
google-cloud-storage>=1.43.0

[deltalake]
deltalake<0.20,>=0.19.0
delta-spark<4.0.0,>=3.0.0
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]
datamodel-code-generator==0.25.6
avro<1.12,>=1.11.4
boto3-stubs
mypy-boto3-glue
grpcio-tools>=1.47.2
build
sqlalchemy-bigquery~=1.15.0
uvloop==0.21.0
spacy<3.8
cachetools
pylint~=3.2.0
pycln
isort
twine
black==22.3.0
presidio-analyzer==2.2.358
pre-commit

[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-base-url
pytest-playwright

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

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

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pure-transport==0.2.0
presto-types-parser>=0.0.2
pyhive[hive_pure_sasl]~=0.7
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
confluent_kafka<=2.6.1,>=2.1.1
grpcio-tools>=1.47.2
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]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
sqlalchemy-bigquery~=1.15.0
spacy<3.8
cachetools
presidio-analyzer==2.2.358

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

[test-unit]
pytest-rerunfailures
pytest==7.0.1
dirty-equals
testcontainers
pytest-order
faker==37.1.0
pytest-cov
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]
sqlalchemy-vertica[vertica-python]>=0.0.5
collate-data-diff[vertica]
