importlib-metadata>=4.13.0
python-dotenv>=0.19.0
email-validator>=2.0
typing-inspect
pymysql~=1.0
sqlalchemy<2,>=1.4.0
google-crc32c
azure-keyvault-secrets
pydantic-settings>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
dbt-extractor>=0.5.0
tenacity<10,>=8.0
Jinja2>=2.11.3
pydantic<2.12,>=2.7.0,~=2.0
setuptools<81,>=78.1.1
jaraco.context==6.0.1
PyYAML~=6.0
packaging
httpx~=0.28.0
snowflake-connector-python~=3.18.0
cached-property==1.5.2
tabulate==0.9.0
jaraco.functools<4.2.0
antlr4-python3-runtime==4.9.2
requests-aws4auth~=1.1
memory-profiler
shapely
chardet==4.0.0
azure-identity~=1.12
jsonpatch<2.0,>=1.24
collate-data-diff>=0.11.9
python-dateutil>=2.8.1
kubernetes>=21.0.0
google-cloud-secret-manager==2.24.0
boto3~=1.41.5
requests>=2.23
cryptography>=42.0.0
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]
apache-airflow==3.1.5
attrs
opentelemetry-exporter-otlp==1.37.0

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

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

[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
azure-storage-blob
boto3~=1.41.5

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
collate-dbt-artifacts-parser
azure-identity~=1.12
google-cloud-storage>=1.43.0
google-cloud
boto3~=1.41.5
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]
pre-commit
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
build
avro<1.12,>=1.11.4
uvloop==0.21.0
sqlalchemy-bigquery~=1.15.0
isort
cachetools
black==22.3.0
pycln
pylint~=3.2.0
spacy<3.8
boto3-stubs
datamodel-code-generator==0.25.6
twine
mypy-boto3-glue

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny~=3.6.0

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

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

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

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

[nifi]

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

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
numpy<2
pandas~=2.0.3

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

[presto]
pyhive[hive_pure_sasl]~=0.7
collate-data-diff[presto]
presto-types-parser>=0.0.2
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
protobuf
avro<1.12,>=1.11.4
fastavro>=1.2.0
confluent_kafka<=2.6.1,>=2.1.1

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

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.3.1

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

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

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

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