jaraco.context==6.0.1
jaraco.functools<4.2.0
pydantic<2.12,>=2.7.0,~=2.0
setuptools<81,>=78.1.1
pymysql~=1.0
packaging
azure-identity~=1.12
typing-inspect
collate-sqllineage>=2.0.2
chardet==4.0.0
mypy_extensions>=0.4.3
python-dotenv>=0.19.0
azure-keyvault-secrets
memory-profiler
httpx~=0.28.0
python-dateutil>=2.8.1
google-cloud-secret-manager==2.24.0
snowflake-connector-python==3.14.0
tabulate==0.9.0
kubernetes>=21.0.0
pydantic-settings>=2.7.0,~=2.0
shapely
jsonpatch<2.0,>=1.24
PyYAML~=6.0
email-validator>=2.0
Jinja2>=2.11.3
boto3==1.37.1
cached-property==1.5.2
cryptography>=42.0.0
requests-aws4auth~=1.1
importlib-metadata>=4.13.0
requests>=2.23
antlr4-python3-runtime==4.11.1
sqlalchemy<2,>=1.4.0
google-crc32c

[: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
apache-airflow==3.1.5
attrs

[all]
sqlalchemy-databricks~=0.1
jaraco.functools<4.2.0
dagster_graphql>=1.8.0
collate-data-diff[snowflake]
fastavro>=1.2.0
pydantic<2.12,>=2.7.0,~=2.0
scikit-learn~=1.0
setuptools<81,>=78.1.1
sqlalchemy-cockroachdb~=2.0
packaging
tableauserverclient==0.25
pure-sasl
typing-inspect
presto-types-parser>=0.0.2
pydomo~=0.3
cassandra-driver>=3.28.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[oracle]
s3fs~=2023.12.1
pinotdb~=5.0
python-dotenv>=0.19.0
psycopg2-binary
pyodbc<5,>=4.0.35
azure-keyvault-secrets
sqlalchemy-vertica[vertica-python]>=0.0.5
databricks-sdk~=0.20.0
impyla[kerberos]~=0.18.0
httpx~=0.28.0
validators~=0.22.0
python-dateutil>=2.8.1
protobuf
aiobotocore~=2.26.0
google-cloud-secret-manager==2.24.0
pure-transport==0.2.0
kubernetes>=21.0.0
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
google-cloud-logging
pyarrow~=16.0
numpy<2
simple_salesforce~=1.11
pandas~=2.0.3
presidio-analyzer==2.2.358
collate-data-diff[clickhouse]
GeoAlchemy2~=0.12
PyYAML~=6.0
elasticsearch8~=8.9.0
websocket-client~=1.6.1
email-validator>=2.0
pydruid>=0.6.5
sqlalchemy-pgspider
cryptography>=42.0.0
requests-aws4auth~=1.1
collate-data-diff[vertica]
google-cloud
lkml~=1.3
importlib-metadata>=4.13.0
thrift-sasl~=0.4
sqlalchemy-redshift==0.8.12
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
spacy<3.8
antlr4-python3-runtime==4.11.1
sqlalchemy<2,>=1.4.0
sqlalchemy-pytds~=0.3
gitpython~=3.1.34
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
jaraco.context==6.0.1
msal~=1.2
ndg-httpsclient~=0.5.1
giturlparse
azure-storage-blob
google-cloud-storage>=1.43.0
kafka-connect-py==0.10.11
pymssql~=2.3.9
pymysql~=1.0
pyOpenSSL~=24.1.0
teradatasqlalchemy==20.0.0.2
cx_Oracle<9,>=8.3.0
azure-identity~=1.12
snowflake-sqlalchemy~=1.4
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.0.2
chardet==4.0.0
mypy_extensions>=0.4.3
pymongo~=4.3
sqlalchemy-ibmi~=0.9.3
cachetools
grpcio-tools>=1.47.2
memory-profiler
clickhouse-driver~=0.2
python-liquid
pyathena~=3.25.0
looker-sdk!=24.18.0,>=22.20.0
snowflake-connector-python==3.14.0
hdbcli
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
pyspark==3.5.6
oracledb~=1.2
collate-data-diff[trino]
croniter<3
deltalake<0.20,>=0.19.0
couchbase~=4.1
gcsfs~=2023.12.1
pydantic-settings>=2.7.0,~=2.0
pyhive[hive_pure_sasl]~=0.7
shapely
jsonpatch<2.0,>=1.24
great-expectations~=1.0
Jinja2>=2.11.3
avro<1.12,>=1.11.4
boto3==1.37.1
cached-property==1.5.2
collate-dbt-artifacts-parser
pyasn1~=0.6.0
cramjam~=2.7
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
impyla~=0.18.0
opensearch-py~=2.4.0
azure-storage-blob~=12.14
delta-spark<4.0.0,>=3.0.0
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
mlflow-skinny~=3.6.0
asammdf~=7.4.5
ijson~=3.4
requests>=2.23
authlib>=1.3.1
sqlalchemy-hana
collate-data-diff[presto]
trino[sqlalchemy]
collate-data-diff[mssql]
google-crc32c

[all-dev-env]
sqlalchemy-databricks~=0.1
jaraco.functools<4.2.0
dagster_graphql>=1.8.0
collate-data-diff[snowflake]
fastavro>=1.2.0
pydantic<2.12,>=2.7.0,~=2.0
scikit-learn~=1.0
setuptools<81,>=78.1.1
sqlalchemy-cockroachdb~=2.0
packaging
tableauserverclient==0.25
pure-sasl
typing-inspect
presto-types-parser>=0.0.2
pydomo~=0.3
cassandra-driver>=3.28.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[oracle]
s3fs~=2023.12.1
pinotdb~=5.0
python-dotenv>=0.19.0
psycopg2-binary
pyodbc<5,>=4.0.35
azure-keyvault-secrets
sqlalchemy-vertica[vertica-python]>=0.0.5
databricks-sdk~=0.20.0
impyla[kerberos]~=0.18.0
httpx~=0.28.0
validators~=0.22.0
python-dateutil>=2.8.1
protobuf
aiobotocore~=2.26.0
google-cloud-secret-manager==2.24.0
pure-transport==0.2.0
kubernetes>=21.0.0
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
google-cloud-logging
pyarrow~=16.0
numpy<2
simple_salesforce~=1.11
pandas~=2.0.3
presidio-analyzer==2.2.358
collate-data-diff[clickhouse]
GeoAlchemy2~=0.12
PyYAML~=6.0
elasticsearch8~=8.9.0
websocket-client~=1.6.1
email-validator>=2.0
pydruid>=0.6.5
sqlalchemy-pgspider
cryptography>=42.0.0
requests-aws4auth~=1.1
collate-data-diff[vertica]
google-cloud
lkml~=1.3
importlib-metadata>=4.13.0
thrift-sasl~=0.4
sqlalchemy-redshift==0.8.12
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
spacy<3.8
antlr4-python3-runtime==4.11.1
sqlalchemy<2,>=1.4.0
sqlalchemy-pytds~=0.3
gitpython~=3.1.34
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
jaraco.context==6.0.1
msal~=1.2
ndg-httpsclient~=0.5.1
giturlparse
azure-storage-blob
google-cloud-storage>=1.43.0
kafka-connect-py==0.10.11
pymysql~=1.0
pyOpenSSL~=24.1.0
teradatasqlalchemy==20.0.0.2
cx_Oracle<9,>=8.3.0
azure-identity~=1.12
snowflake-sqlalchemy~=1.4
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.0.2
chardet==4.0.0
mypy_extensions>=0.4.3
pymongo~=4.3
sqlalchemy-ibmi~=0.9.3
cachetools
grpcio-tools>=1.47.2
memory-profiler
clickhouse-driver~=0.2
python-liquid
pyathena~=3.25.0
looker-sdk!=24.18.0,>=22.20.0
snowflake-connector-python==3.14.0
hdbcli
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
pyspark==3.5.6
oracledb~=1.2
collate-data-diff[trino]
croniter<3
deltalake<0.20,>=0.19.0
couchbase~=4.1
gcsfs~=2023.12.1
pydantic-settings>=2.7.0,~=2.0
pyhive[hive_pure_sasl]~=0.7
shapely
jsonpatch<2.0,>=1.24
great-expectations~=1.0
Jinja2>=2.11.3
avro<1.12,>=1.11.4
boto3==1.37.1
cached-property==1.5.2
collate-dbt-artifacts-parser
pyasn1~=0.6.0
cramjam~=2.7
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
impyla~=0.18.0
opensearch-py~=2.4.0
azure-storage-blob~=12.14
delta-spark<4.0.0,>=3.0.0
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
mlflow-skinny~=3.6.0
asammdf~=7.4.5
ijson~=3.4
requests>=2.23
authlib>=1.3.1
sqlalchemy-hana
collate-data-diff[presto]
trino[sqlalchemy]
collate-data-diff[mssql]
google-crc32c

[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==1.37.1
azure-storage-blob
azure-identity~=1.12

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

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

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
collate-data-diff[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy~=0.2.0

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

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

[datalake-azure]
azure-storage-blob~=12.14
adlfs>=2023.1.0
fastavro>=1.2.0
asammdf~=7.4.5
ijson~=3.4
pyarrow~=16.0
numpy<2
pandas~=2.0.3
azure-identity~=1.12
avro<1.12,>=1.11.4
boto3==1.37.1
aiobotocore~=2.26.0
cramjam~=2.7

[datalake-gcs]
google-cloud-storage>=1.43.0
fastavro>=1.2.0
asammdf~=7.4.5
ijson~=3.4
gcsfs~=2023.12.1
pyarrow~=16.0
numpy<2
pandas~=2.0.3
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
boto3==1.37.1
aiobotocore~=2.26.0
cramjam~=2.7

[datalake-s3]
s3fs~=2023.12.1
fastavro>=1.2.0
asammdf~=7.4.5
ijson~=3.4
pyarrow~=16.0
numpy<2
pandas~=2.0.3
avro<1.12,>=1.11.4
boto3==1.37.1
aiobotocore~=2.26.0
cramjam~=2.7

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

[dbt]
azure-storage-blob~=12.14
google-cloud
google-cloud-storage>=1.43.0
collate-dbt-artifacts-parser
azure-identity~=1.12
boto3==1.37.1

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

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

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

[druid]
pydruid>=0.6.5

[dynamodb]
boto3==1.37.1

[e2e_test]
pytest-base-url
pytest-playwright

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
exasol-integration-test-docker-environment<4,>=3.1.0
sqlalchemy_exasol<6,>=5

[glue]
boto3==1.37.1

[great-expectations]
great-expectations~=0.18.0

[great-expectations-1xx]
great-expectations~=1.0

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

[looker]
giturlparse
lkml~=1.3
python-liquid
gitpython~=3.1.34
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]
collate-data-diff[mssql]
sqlalchemy-pytds~=0.3

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

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

[nifi]

[openlineage]
grpcio-tools>=1.47.2
fastavro>=1.2.0
avro<1.12,>=1.11.4
protobuf
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]
sqlalchemy-pgspider
psycopg2-binary

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

[pinotdb]
pinotdb~=5.0

[playwright]
collate-data-diff[snowflake]
apache-airflow==3.1.5
fastavro>=1.2.0
attrs
google-cloud-storage>=1.43.0
pymysql~=1.0
packaging
azure-identity~=1.12
pytest-playwright
snowflake-sqlalchemy~=1.4
s3fs~=2023.12.1
psycopg2-binary
cachetools
grpcio-tools>=1.47.2
protobuf
aiobotocore~=2.26.0
sqlalchemy-bigquery~=1.15.0
google-cloud-logging
pyarrow~=16.0
numpy<2
pandas~=2.0.3
presidio-analyzer==2.2.358
GeoAlchemy2~=0.12
avro<1.12,>=1.11.4
boto3==1.37.1
collate-dbt-artifacts-parser
confluent_kafka<=2.6.1,>=2.1.1
opentelemetry-exporter-otlp==1.37.0
cramjam~=2.7
pytest-base-url
azure-storage-blob~=12.14
google-cloud
mlflow-skinny~=3.6.0
sqlalchemy-redshift==0.8.12
asammdf~=7.4.5
ijson~=3.4
google-cloud-datacatalog>=3.6.2
collate-data-diff[mysql]

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

[powerbi]
msal~=1.2
azure-storage-blob~=12.14
google-cloud-storage>=1.43.0
azure-identity~=1.12
boto3==1.37.1

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[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

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

[slim]
sqlalchemy-databricks~=0.1
jaraco.functools<4.2.0
dagster_graphql>=1.8.0
collate-data-diff[snowflake]
fastavro>=1.2.0
pydantic<2.12,>=2.7.0,~=2.0
setuptools<81,>=78.1.1
sqlalchemy-cockroachdb~=2.0
packaging
tableauserverclient==0.25
pure-sasl
typing-inspect
presto-types-parser>=0.0.2
pydomo~=0.3
cassandra-driver>=3.28.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
collate-data-diff[oracle]
s3fs~=2023.12.1
pinotdb~=5.0
python-dotenv>=0.19.0
psycopg2-binary
pyodbc<5,>=4.0.35
azure-keyvault-secrets
sqlalchemy-vertica[vertica-python]>=0.0.5
databricks-sdk~=0.20.0
impyla[kerberos]~=0.18.0
httpx~=0.28.0
validators~=0.22.0
python-dateutil>=2.8.1
protobuf
aiobotocore~=2.26.0
google-cloud-secret-manager==2.24.0
pure-transport==0.2.0
kubernetes>=21.0.0
google-cloud-bigtable>=2.0.0
adlfs>=2023.1.0
google-cloud-logging
pyarrow~=16.0
numpy<2
simple_salesforce~=1.11
pandas~=2.0.3
presidio-analyzer==2.2.358
collate-data-diff[clickhouse]
GeoAlchemy2~=0.12
PyYAML~=6.0
elasticsearch8~=8.9.0
websocket-client~=1.6.1
email-validator>=2.0
pydruid>=0.6.5
sqlalchemy-pgspider
cryptography>=42.0.0
requests-aws4auth~=1.1
collate-data-diff[vertica]
google-cloud
lkml~=1.3
importlib-metadata>=4.13.0
thrift-sasl~=0.4
sqlalchemy-redshift==0.8.12
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
spacy<3.8
antlr4-python3-runtime==4.11.1
sqlalchemy<2,>=1.4.0
sqlalchemy-pytds~=0.3
gitpython~=3.1.34
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
jaraco.context==6.0.1
msal~=1.2
ndg-httpsclient~=0.5.1
giturlparse
azure-storage-blob
google-cloud-storage>=1.43.0
kafka-connect-py==0.10.11
pymssql~=2.3.9
pymysql~=1.0
pyOpenSSL~=24.1.0
teradatasqlalchemy==20.0.0.2
cx_Oracle<9,>=8.3.0
azure-identity~=1.12
snowflake-sqlalchemy~=1.4
pydoris-custom<1.5,>=1.0.2
collate-sqllineage>=2.0.2
chardet==4.0.0
mypy_extensions>=0.4.3
pymongo~=4.3
sqlalchemy-ibmi~=0.9.3
cachetools
grpcio-tools>=1.47.2
memory-profiler
clickhouse-driver~=0.2
python-liquid
pyathena~=3.25.0
looker-sdk!=24.18.0,>=22.20.0
snowflake-connector-python==3.14.0
hdbcli
tabulate==0.9.0
sqlalchemy-bigquery~=1.15.0
oracledb~=1.2
collate-data-diff[trino]
croniter<3
deltalake<0.20,>=0.19.0
couchbase~=4.1
gcsfs~=2023.12.1
pydantic-settings>=2.7.0,~=2.0
pyhive[hive_pure_sasl]~=0.7
shapely
jsonpatch<2.0,>=1.24
great-expectations~=1.0
Jinja2>=2.11.3
avro<1.12,>=1.11.4
boto3==1.37.1
cached-property==1.5.2
collate-dbt-artifacts-parser
pyasn1~=0.6.0
cramjam~=2.7
clickhouse-sqlalchemy~=0.2.0
thrift<1,>=0.13
impyla~=0.18.0
opensearch-py~=2.4.0
azure-storage-blob~=12.14
pyiceberg==0.5.1
confluent_kafka<=2.6.1,>=2.1.1
mlflow-skinny~=3.6.0
asammdf~=7.4.5
ijson~=3.4
requests>=2.23
authlib>=1.3.1
sqlalchemy-hana
collate-data-diff[presto]
trino[sqlalchemy]
collate-data-diff[mssql]
google-crc32c

[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

[starrocks]
pymysql~=1.0

[superset]

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

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
sqlalchemy-databricks~=0.1
dagster_graphql>=1.8.0
apache-airflow==3.1.5
scikit-learn~=1.0
fastavro>=1.2.0
requests<3,>=2.31.0
sqlalchemy-cockroachdb~=2.0
tableauserverclient==0.25
dirty-equals
pydomo~=0.3
cassandra-driver>=3.28.0
neo4j~=5.3
exasol-integration-test-docker-environment<4,>=3.1.0
s3fs~=2023.12.1
collate-data-diff[oracle]
pytest==7.0.1
psycopg2-binary
databricks-sdk~=0.20.0
validators~=0.22.0
protobuf
aiobotocore~=2.26.0
great-expectations~=0.18.0
google-cloud-bigtable>=2.0.0
boto3-stubs
pyarrow~=16.0
google-cloud-logging
numpy<2
pandas~=2.0.3
presidio-analyzer==2.2.358
collate-data-diff[clickhouse]
GeoAlchemy2~=0.12
elasticsearch8~=8.9.0
sqlalchemy-pgspider
opentelemetry-exporter-otlp==1.37.0
lkml~=1.3
sqlalchemy-redshift==0.8.12
google-cloud-datacatalog>=3.6.2
google-cloud-monitoring>=2.0.0
mypy-boto3-glue
spacy<3.8
sqlalchemy-pytds~=0.3
collate-data-diff[mysql]
sqlalchemy_exasol<6,>=5
kafka-python==2.0.2
giturlparse
google-cloud-storage>=1.43.0
kafka-connect-py==0.10.11
pymysql~=1.0
snowflake-sqlalchemy~=1.4
pydoris-custom<1.5,>=1.0.2
factory-boy~=3.3.3
pymongo~=4.3
pytest-order
basedpyright~=1.14
freezegun
grpcio-tools>=1.47.2
clickhouse-driver~=0.2
python-liquid
cachetools
minio==7.2.5
faker==37.1.0
looker-sdk!=24.18.0,>=22.20.0
pyathena~=3.25.0
pyspark==3.5.6
oracledb~=1.2
sqlalchemy-bigquery~=1.15.0
coverage
croniter<3
deltalake<0.20,>=0.19.0
locust~=2.32.0
gcsfs~=2023.12.1
pyhive[hive_pure_sasl]~=0.7
avro<1.12,>=1.11.4
cx_Oracle<9,>=8.3.0
collate-dbt-artifacts-parser
boto3==1.37.1
pytest-cov
cramjam~=2.7
confluent_kafka<=2.6.1,>=2.1.1
clickhouse-sqlalchemy~=0.2.0
pyiceberg==0.5.1
delta-spark<4.0.0,>=3.0.0
opensearch-py~=2.4.0
mlflow-skinny~=3.6.0
asammdf~=7.4.5
ijson~=3.4
trino[sqlalchemy]
collate-data-diff[mssql]

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

[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]
