pymysql~=1.0
mypy_extensions>=0.4.3
snowflake-connector-python~=3.18.0
requests-aws4auth~=1.1
chardet==4.0.0
sqlalchemy<2,>=1.4.0
requests>=2.23
tabulate==0.9.0
pydantic-settings>=2.7.0,~=2.0
python-dateutil>=2.8.1
httpx~=0.28.0
Jinja2>=2.11.3
jsonpatch<2.0,>=1.24
google-cloud-secret-manager==2.24.0
kubernetes<36,>=21.0.0
memory-profiler
antlr4-python3-runtime==4.9.2
cached-property==1.5.2
packaging
azure-identity~=1.12
shapely
google-crc32c
azure-keyvault-secrets
collate-data-diff>=0.11.9
importlib-metadata>=4.13.0
collate-sqllineage>=2.1.1
setuptools>=78.1.1
jaraco.context>=6.1.0
PyYAML~=6.0
email-validator>=2.0
python-dotenv>=0.19.0
tenacity<10,>=8.0
dbt-extractor>=0.5.0
typing-inspect
cryptography>=42.0.0
jaraco.functools<4.2.0
boto3~=1.41.5
pydantic<2.12,>=2.7.0,~=2.0

[: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
attrs
opentelemetry-exporter-otlp==1.37.0

[all]
pymysql~=1.0
mypy_extensions>=0.4.3
cassandra-driver>=3.28.0
scikit-learn~=1.0
trino[sqlalchemy]
sqlalchemy<2,>=1.4.0
pyasn1~=0.6.0
requests>=2.23
collate-data-diff[oracle]
simple_salesforce~=1.11
pure-transport==0.2.0
aiobotocore~=2.26.0
memory-profiler
google-cloud-secret-manager==2.24.0
thrift-sasl~=0.4
websocket-client~=1.6.1
gcsfs~=2023.12.1
sqlalchemy_exasol<6,>=5
pyodbc<5,>=4.0.35
cachetools
neo4j~=5.3
packaging
sqlalchemy-cockroachdb~=2.0
pyOpenSSL~=24.1.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla[kerberos]~=0.18.0
kafka-connect-py==0.10.11
google-cloud-logging
shapely
google-cloud-bigtable>=2.0.0
tableauserverclient==0.25
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
great-expectations~=1.0
psycopg2-binary
collate-data-diff>=0.11.9
sqlalchemy-hana
cx_Oracle<9,>=8.3.0
azure-storage-blob
validators~=0.22.0
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
setuptools>=78.1.1
jaraco.context>=6.1.0
google-cloud
lkml~=1.3
databricks-sdk~=0.20.0
numpy<2
deltalake<0.20,>=0.19.0
collate-data-diff[snowflake]
pydruid>=0.6.5
snowflake-sqlalchemy~=1.4
email-validator>=2.0
collate-data-diff[mssql]
giturlparse
pinotdb~=5.0
tenacity<10,>=8.0
pymssql~=2.3.9
typing-inspect
httpx~=0.28.0
cryptography>=42.0.0
jaraco.functools<4.2.0
boto3~=1.41.5
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
opensearch-py~=2.4.0
pymongo~=4.3
sqlalchemy-databricks~=0.1
snowflake-connector-python~=3.18.0
sqlalchemy-pgspider
pandas~=2.0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
requests-aws4auth~=1.1
google-cloud-datacatalog>=3.6.2
chardet==4.0.0
fastavro>=1.2.0
pydoris-custom<1.5,>=1.0.2
oracledb~=1.2
collate-dbt-artifacts-parser
tabulate==0.9.0
pydantic-settings>=2.7.0,~=2.0
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
authlib>=1.3.1
clickhouse-sqlalchemy~=0.2.0
Jinja2>=2.11.3
jsonpatch<2.0,>=1.24
kubernetes<36,>=21.0.0
sqlalchemy-bigquery~=1.15.0
antlr4-python3-runtime==4.9.2
sqlalchemy-redshift==0.8.12
spacy<3.8
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0
cached-property==1.5.2
looker-sdk!=24.18.0,>=22.20.0
pyathena~=3.25.0
hdbcli
presto-types-parser>=0.0.2
dagster_graphql>=1.8.0
azure-identity~=1.12
pyarrow~=16.0
impyla~=0.18.0
pyiceberg==0.5.1
cramjam~=2.7
python-liquid
sqlalchemy-pytds~=0.3
google-crc32c
mlflow-skinny<3.11,>=3.10.0
croniter<3
collate-data-diff[trino]
gitpython~=3.1.34
azure-keyvault-secrets
protobuf
importlib-metadata>=4.13.0
collate-data-diff[presto]
presidio-analyzer==2.2.358
ijson~=3.4
GeoAlchemy2~=0.12
PyYAML~=6.0
sqlalchemy-ibmi~=0.9.3
adlfs>=2023.1.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
requests-ntlm
google-cloud-monitoring>=2.0.0
python-dotenv>=0.19.0
grpcio-tools>=1.47.2
dbt-extractor>=0.5.0
collate-data-diff[mysql]
avro<1.12,>=1.11.4
pydomo~=0.3
asammdf~=7.4.5
elasticsearch8~=8.9.0

[all-dev-env]
pymysql~=1.0
mypy_extensions>=0.4.3
cassandra-driver>=3.28.0
scikit-learn~=1.0
trino[sqlalchemy]
sqlalchemy<2,>=1.4.0
pyasn1~=0.6.0
requests>=2.23
collate-data-diff[oracle]
simple_salesforce~=1.11
pure-transport==0.2.0
aiobotocore~=2.26.0
memory-profiler
google-cloud-secret-manager==2.24.0
thrift-sasl~=0.4
websocket-client~=1.6.1
gcsfs~=2023.12.1
sqlalchemy_exasol<6,>=5
pyodbc<5,>=4.0.35
cachetools
neo4j~=5.3
packaging
sqlalchemy-cockroachdb~=2.0
pyOpenSSL~=24.1.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla[kerberos]~=0.18.0
kafka-connect-py==0.10.11
google-cloud-logging
shapely
google-cloud-bigtable>=2.0.0
tableauserverclient==0.25
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
great-expectations~=1.0
psycopg2-binary
collate-data-diff>=0.11.9
sqlalchemy-hana
cx_Oracle<9,>=8.3.0
azure-storage-blob
validators~=0.22.0
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
setuptools>=78.1.1
jaraco.context>=6.1.0
google-cloud
lkml~=1.3
databricks-sdk~=0.20.0
numpy<2
deltalake<0.20,>=0.19.0
collate-data-diff[snowflake]
pydruid>=0.6.5
snowflake-sqlalchemy~=1.4
email-validator>=2.0
collate-data-diff[mssql]
giturlparse
pinotdb~=5.0
tenacity<10,>=8.0
authlib>=1.3.1
typing-inspect
httpx~=0.28.0
cryptography>=42.0.0
jaraco.functools<4.2.0
boto3~=1.41.5
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
opensearch-py~=2.4.0
pymongo~=4.3
sqlalchemy-databricks~=0.1
snowflake-connector-python~=3.18.0
sqlalchemy-pgspider
pandas~=2.0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
requests-aws4auth~=1.1
google-cloud-datacatalog>=3.6.2
chardet==4.0.0
fastavro>=1.2.0
pydoris-custom<1.5,>=1.0.2
oracledb~=1.2
collate-dbt-artifacts-parser
tabulate==0.9.0
pydantic-settings>=2.7.0,~=2.0
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
clickhouse-sqlalchemy~=0.2.0
Jinja2>=2.11.3
jsonpatch<2.0,>=1.24
kubernetes<36,>=21.0.0
sqlalchemy-bigquery~=1.15.0
antlr4-python3-runtime==4.9.2
sqlalchemy-redshift==0.8.12
spacy<3.8
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0
cached-property==1.5.2
looker-sdk!=24.18.0,>=22.20.0
pyathena~=3.25.0
hdbcli
presto-types-parser>=0.0.2
dagster_graphql>=1.8.0
azure-identity~=1.12
pyarrow~=16.0
impyla~=0.18.0
pyiceberg==0.5.1
cramjam~=2.7
python-liquid
sqlalchemy-pytds~=0.3
google-crc32c
mlflow-skinny<3.11,>=3.10.0
croniter<3
collate-data-diff[trino]
gitpython~=3.1.34
azure-keyvault-secrets
protobuf
importlib-metadata>=4.13.0
collate-data-diff[presto]
presidio-analyzer==2.2.358
ijson~=3.4
GeoAlchemy2~=0.12
PyYAML~=6.0
sqlalchemy-ibmi~=0.9.3
adlfs>=2023.1.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
requests-ntlm
google-cloud-monitoring>=2.0.0
python-dotenv>=0.19.0
grpcio-tools>=1.47.2
dbt-extractor>=0.5.0
collate-data-diff[mysql]
avro<1.12,>=1.11.4
pydomo~=0.3
asammdf~=7.4.5
elasticsearch8~=8.9.0

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

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

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

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

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

[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
pymysql~=1.0
psycopg2-binary
packaging

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

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

[mlflow]
mlflow-skinny<3.11,>=3.10.0

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

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

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

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

[nifi]

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

[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]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
pymysql~=1.0
pandas~=2.0.3
attrs
google-cloud-datacatalog>=3.6.2
fastavro>=1.2.0
asammdf~=7.4.5
collate-dbt-artifacts-parser
azure-storage-blob~=12.14
aiobotocore~=2.26.0
sqlalchemy-bigquery~=1.15.0
sqlalchemy-redshift==0.8.12
cachetools
packaging
azure-identity~=1.12
pyarrow~=16.0
google-cloud-logging
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
mlflow-skinny<3.11,>=3.10.0
google-cloud-storage>=1.43.0
psycopg2-binary
protobuf
presidio-analyzer==2.2.358
pytest-base-url
pytest-playwright
ijson~=3.4
google-cloud
opentelemetry-exporter-otlp==1.37.0
GeoAlchemy2~=0.12
apache-airflow==3.1.5
numpy<2
collate-data-diff[snowflake]
snowflake-sqlalchemy~=1.4
grpcio-tools>=1.47.2
collate-data-diff[mysql]
avro<1.12,>=1.11.4
boto3~=1.41.5
s3fs~=2023.12.1

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3~=1.41.5

[redash]
packaging

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

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
pymysql~=1.0
mypy_extensions>=0.4.3
cassandra-driver>=3.28.0
trino[sqlalchemy]
sqlalchemy<2,>=1.4.0
pyasn1~=0.6.0
requests>=2.23
collate-data-diff[oracle]
simple_salesforce~=1.11
pure-transport==0.2.0
aiobotocore~=2.26.0
memory-profiler
google-cloud-secret-manager==2.24.0
thrift-sasl~=0.4
websocket-client~=1.6.1
gcsfs~=2023.12.1
sqlalchemy_exasol<6,>=5
pyodbc<5,>=4.0.35
cachetools
neo4j~=5.3
packaging
sqlalchemy-cockroachdb~=2.0
pyOpenSSL~=24.1.0
clickhouse-driver~=0.2
ndg-httpsclient~=0.5.1
pure-sasl
impyla[kerberos]~=0.18.0
kafka-connect-py==0.10.11
google-cloud-logging
shapely
google-cloud-bigtable>=2.0.0
tableauserverclient==0.25
confluent_kafka<=2.6.1,>=2.1.1
google-cloud-storage>=1.43.0
great-expectations~=1.0
psycopg2-binary
collate-data-diff>=0.11.9
sqlalchemy-hana
cx_Oracle<9,>=8.3.0
azure-storage-blob
validators~=0.22.0
collate-data-diff[vertica]
collate-sqllineage>=2.1.1
setuptools>=78.1.1
jaraco.context>=6.1.0
google-cloud
lkml~=1.3
databricks-sdk~=0.20.0
numpy<2
deltalake<0.20,>=0.19.0
collate-data-diff[snowflake]
pydruid>=0.6.5
snowflake-sqlalchemy~=1.4
email-validator>=2.0
collate-data-diff[mssql]
giturlparse
pinotdb~=5.0
tenacity<10,>=8.0
pymssql~=2.3.9
typing-inspect
httpx~=0.28.0
cryptography>=42.0.0
jaraco.functools<4.2.0
boto3~=1.41.5
pydantic<2.12,>=2.7.0,~=2.0
s3fs~=2023.12.1
exasol-integration-test-docker-environment<4,>=3.1.0
thrift<1,>=0.13
opensearch-py~=2.4.0
pymongo~=4.3
sqlalchemy-databricks~=0.1
snowflake-connector-python~=3.18.0
sqlalchemy-pgspider
pandas~=2.0.3
sqlalchemy-vertica[vertica-python]>=0.0.5
requests-aws4auth~=1.1
google-cloud-datacatalog>=3.6.2
chardet==4.0.0
fastavro>=1.2.0
pydoris-custom<1.5,>=1.0.2
oracledb~=1.2
collate-dbt-artifacts-parser
tabulate==0.9.0
pydantic-settings>=2.7.0,~=2.0
python-dateutil>=2.8.1
collate-data-diff[clickhouse]
azure-storage-blob~=12.14
pyhive[hive_pure_sasl]~=0.7
couchbase~=4.1
authlib>=1.3.1
clickhouse-sqlalchemy~=0.2.0
Jinja2>=2.11.3
jsonpatch<2.0,>=1.24
kubernetes<36,>=21.0.0
sqlalchemy-bigquery~=1.15.0
antlr4-python3-runtime==4.9.2
sqlalchemy-redshift==0.8.12
spacy<3.8
cached-property==1.5.2
looker-sdk!=24.18.0,>=22.20.0
pyathena~=3.25.0
hdbcli
presto-types-parser>=0.0.2
dagster_graphql>=1.8.0
azure-identity~=1.12
pyarrow~=16.0
impyla~=0.18.0
pyiceberg==0.5.1
cramjam~=2.7
python-liquid
sqlalchemy-pytds~=0.3
google-crc32c
mlflow-skinny<3.11,>=3.10.0
croniter<3
collate-data-diff[trino]
gitpython~=3.1.34
azure-keyvault-secrets
protobuf
importlib-metadata>=4.13.0
collate-data-diff[presto]
presidio-analyzer==2.2.358
ijson~=3.4
GeoAlchemy2~=0.12
PyYAML~=6.0
sqlalchemy-ibmi~=0.9.3
adlfs>=2023.1.0
teradatasqlalchemy==20.0.0.2
msal~=1.2
requests-ntlm
google-cloud-monitoring>=2.0.0
python-dotenv>=0.19.0
grpcio-tools>=1.47.2
dbt-extractor>=0.5.0
collate-data-diff[mysql]
avro<1.12,>=1.11.4
pydomo~=0.3
asammdf~=7.4.5
elasticsearch8~=8.9.0

[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]
validators~=0.22.0
packaging
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
scikit-learn~=1.0
pymysql~=1.0
cassandra-driver>=3.28.0
trino[sqlalchemy]
minio==7.2.5
collate-data-diff[oracle]
factory-boy~=3.3.3
aiobotocore~=2.26.0
gcsfs~=2023.12.1
sqlalchemy_exasol<6,>=5
cachetools
faker==37.1.0
neo4j~=5.3
sqlalchemy-cockroachdb~=2.0
kafka-connect-py==0.10.11
clickhouse-driver~=0.2
google-cloud-logging
google-cloud-bigtable>=2.0.0
tableauserverclient==0.25
confluent_kafka<=2.6.1,>=2.1.1
requests<3,>=2.31.0
google-cloud-storage>=1.43.0
psycopg2-binary
cx_Oracle<9,>=8.3.0
validators~=0.22.0
mypy-boto3-glue
pytest-order
coverage
lkml~=1.3
opentelemetry-exporter-otlp==1.37.0
apache-airflow==3.1.5
databricks-sdk~=0.20.0
numpy<2
deltalake<0.20,>=0.19.0
snowflake-sqlalchemy~=1.4
collate-data-diff[mssql]
giturlparse
sqlalchemy-pytds~=0.3
pymongo~=4.3
boto3~=1.41.5
sqlalchemy-pgspider
s3fs~=2023.12.1
exasol-integration-test-docker-environment<4,>=3.1.0
opensearch-py~=2.4.0
locust~=2.32.0
sqlalchemy-databricks~=0.1
pandas~=2.0.3
fastavro>=1.2.0
google-cloud-datacatalog>=3.6.2
pydoris-custom<1.5,>=1.0.2
oracledb~=1.2
collate-dbt-artifacts-parser
collate-data-diff[clickhouse]
pyhive[hive_pure_sasl]~=0.7
clickhouse-sqlalchemy~=0.2.0
freezegun
sqlalchemy-bigquery~=1.15.0
basedpyright~=1.14
sqlalchemy-redshift==0.8.12
spacy<3.8
pyspark==3.5.6
delta-spark<4.0.0,>=3.0.0
great-expectations~=0.18.0
looker-sdk!=24.18.0,>=22.20.0
pyathena~=3.25.0
dagster_graphql>=1.8.0
pyiceberg==0.5.1
pyarrow~=16.0
kafka-python==2.0.2
python-liquid
cramjam~=2.7
boto3-stubs
mlflow-skinny<3.11,>=3.10.0
dirty-equals
croniter<3
protobuf
pytest==7.0.1
pytest-cov
presidio-analyzer==2.2.358
ijson~=3.4
GeoAlchemy2~=0.12
google-cloud-monitoring>=2.0.0
grpcio-tools>=1.47.2
collate-data-diff[mysql]
avro<1.12,>=1.11.4
pydomo~=0.3
asammdf~=7.4.5
elasticsearch8~=8.9.0

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

[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
