pydantic<2.12,>=2.7.0,~=2.0
collate-sqllineage>=2.1.1
httpx~=0.28.0
setuptools<81,>=78.1.1
importlib-metadata>=4.13.0
jaraco.context==6.0.1
chardet==4.0.0
python-dateutil>=2.8.1
pydantic-settings>=2.7.0,~=2.0
snowflake-connector-python==3.14.0
sqlalchemy<2,>=1.4.0
kubernetes>=21.0.0
packaging
google-crc32c
azure-identity~=1.12
memory-profiler
PyYAML~=6.0
cryptography>=42.0.0
email-validator>=2.0
Jinja2>=2.11.3
boto3==1.37.1
azure-keyvault-secrets
typing-inspect
jaraco.functools<4.2.0
jsonpatch<2.0,>=1.24
antlr4-python3-runtime==4.11.1
tabulate==0.9.0
google-cloud-secret-manager==2.24.0
shapely
mypy_extensions>=0.4.3
cached-property==1.5.2
requests-aws4auth~=1.1
requests>=2.23
pymysql~=1.0
python-dotenv>=0.19.0

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

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

[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
azure-identity~=1.12
boto3==1.37.1

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

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

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

[data-insight]
elasticsearch8~=8.9.0

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

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

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

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

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

[db2-ibmi]
sqlalchemy-ibmi~=0.9.3

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

[deltalake]
deltalake<0.20,>=0.19.0
pyspark==3.5.6
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]
black==22.3.0
boto3-stubs
build
cachetools
twine
isort
uvloop==0.21.0
datamodel-code-generator==0.25.6
pycln
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
sqlalchemy-bigquery~=1.15.0
pylint~=3.2.0
mypy-boto3-glue
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==1.37.1

[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==1.37.1

[great-expectations]
great-expectations~=0.18.0

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

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

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

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

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

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

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3==1.37.1

[looker]
gitpython~=3.1.34
lkml~=1.3
looker-sdk!=24.18.0,>=22.20.0
giturlparse
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]
collate-data-diff[mssql]
pyodbc<5,>=4.0.35

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

[nifi]

[openlineage]
avro<1.12,>=1.11.4
grpcio-tools>=1.47.2
protobuf
confluent_kafka<=2.6.1,>=2.1.1
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
spacy<3.8
pandas~=2.0.3
presidio-analyzer==2.2.358

[pinotdb]
pinotdb~=5.0

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

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

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

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pyarrow]
pyarrow~=16.0

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[quicksight]
boto3==1.37.1

[redash]
packaging

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

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

[sagemaker]
boto3==1.37.1

[salesforce]
authlib>=1.3.1
simple_salesforce~=1.11

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

[sap-hana]
hdbcli
sqlalchemy-hana

[sas]

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn~=1.0

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

[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
validators~=0.22.0
tableauserverclient==0.25

[teradata]
teradatasqlalchemy==20.0.0.2

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

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

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