azure-identity~=1.12
boto3~=1.41.5
azure-keyvault-secrets
PyJWT>=2.13.0
lxml>=6.1.0
tenacity<10,>=8.0
kubernetes<36,>=21.0.0
cached-property==1.5.2
requests-aws4auth~=1.1
jsonpatch<2.0,>=1.24
pydantic<3,>=2.12.5
requests>=2.32.4
collate-sqllineage==2.1.7
python-dateutil>=2.8.1
PyYAML~=6.0
python-dotenv>=0.19.0
idna>=3.15
typing-inspect
httpx~=0.28.0
chardet==4.0.0
mistune>=3.3.0
cryptography>=48.0.1
pydantic-settings>=2.14.2,~=2.0
tabulate==0.9.0
Jinja2>=3.1.6
memory-profiler
packaging
antlr4-python3-runtime==4.9.2
Mako>=1.3.12
setuptools>=78.1.1
jaraco.functools<4.2.0
pymysql~=1.0
shapely
collate-data-diff>=0.11.17
dbt-extractor>=0.5.0
google-crc32c
email-validator>=2.0
jaraco.context>=6.1.0
importlib-metadata>=4.13.0
sqlalchemy<2.1,>=2.0.0
cachetools
google-cloud-secret-manager==2.24.0
mypy_extensions>=0.4.3

[airflow]
apache-airflow-providers-opensearch>=1.9.1
starlette>=0.49.1
attrs
apache-airflow==3.3.2
python-multipart>=0.0.31
tornado>=6.5.7
apache-airflow-providers-http>=6.0.0
pygtrie<2.6
elasticsearch<9,>=8.10
Werkzeug>=3.0.6
apache-airflow-providers-elasticsearch>=6.5.3
opentelemetry-exporter-otlp==1.37.0

[all]
google-cloud-monitoring>=2.0.0
msal~=1.2
clickhouse-driver~=0.2
sqlalchemy-vertica[vertica-python]>=0.0.5
lxml>=6.1.0
tenacity<10,>=8.0
collate-data-diff[oracle]
cached-property==1.5.2
pydantic<3,>=2.12.5
lkml~=1.3
giturlparse
sqlalchemy-hana
PyYAML~=6.0
pymssql~=2.3.9
idna>=3.15
tableauserverclient==0.40
pydoris==1.2.0
sqlalchemy_exasol<8,>=7.1.1
Jinja2>=3.1.6
asammdf<8.8,>=8.2
s3fs~=2026.3
opensearch-py~=2.4.0
memory-profiler
couchbase~=4.1
antlr4-python3-runtime==4.9.2
pure-sasl
pymysql~=1.0
shapely
databricks-sqlalchemy~=2.0.9
google-crc32c
rarfile~=4.2
google-cloud-secret-manager==2.24.0
thrift<1,>=0.24.0
collate-data-diff[clickhouse]
hdbcli
dagster_graphql>=1.8.0
sqlalchemy-redshift~=1.0.0
databricks-sdk~=0.20.0
pinotdb~=5.0
azure-identity~=1.12
simple_salesforce~=1.11
collate-data-diff[trino]
pyathena~=3.35.4
adbc-driver-manager
pandas<3,>=2.2.2
gcsfs~=2026.3
pyodbc~=5.3.0
pyOpenSSL>=26.0.0
jsonpatch<2.0,>=1.24
protobuf>=5.29.6
requests>=2.32.4
pyasn1>=0.6.3
pyarrow<26,>=23.0.1
snowflake-sqlalchemy>=1.8.0
pydomo~=0.3
ijson~=3.4
chardet==4.0.0
cryptography>=48.0.1
collate-data-diff[mssql]
pyspark==3.5.6
tabulate==0.9.0
grpcio-tools>=1.47.2
deltalake<0.20,>=0.19.0
jaraco.functools<4.2.0
cx_Oracle<9,>=8.3.0
avro<1.12,>=1.11.4
dbt-extractor>=0.5.0
validators~=0.22.0
collate-data-diff[vertica]
email-validator>=2.0
importlib-metadata>=4.13.0
sqlalchemy<2.1,>=2.0.0
delta-spark<4.0.0,>=3.0.0
google-cloud-pubsub>=2.0.0
google-cloud-storage>=1.43.0
looker-sdk!=24.18.0,>=22.20.0
mypy_extensions>=0.4.3
psycopg2-binary
adbc-driver-flightsql
gitpython>=3.1.50
google-cloud-bigtable>=2.0.0
pydruid>=0.6.5
azure-keyvault-secrets
clickhouse-sqlalchemy>=0.3
thrift-sasl~=0.4
collate-sqllineage==2.1.7
python-dateutil>=2.8.1
sqlalchemy-pytds~=1.0
pyhive[hive_pure_sasl]~=0.7
typing-inspect
cramjam~=2.7
oracledb~=1.2
impyla[kerberos]~=0.24.0
neo4j~=5.3
httpx~=0.28.0
python-liquid
scikit-learn<2,>=1.4.2
spacy<3.9,>=3.8.2
pymongo~=4.3
google-cloud-datacatalog>=3.6.2
packaging
py7zr~=1.1.0
impyla~=0.24.0
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
teradatasqlalchemy==20.0.0.2
collate-data-diff>=0.11.17
google-api-python-client>=2.0.0
jaraco.context>=6.1.0
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
cachetools
collate-data-diff[presto]
elasticsearch8~=8.9.0
adlfs>=2023.1.0
aiobotocore~=2.26.0
paramiko<6,>=3.5
databricks-sql-connector>=4.0.0
boto3~=1.41.5
google-cloud-logging
PyJWT>=2.13.0
fastavro>=1.2.0
kubernetes<36,>=21.0.0
azure-storage-blob~=12.14
canmatrix<1.3
requests-aws4auth~=1.1
sqlalchemy-pgspider
sqlalchemy-cockroachdb~=2.0
python-dotenv>=0.19.0
presto-types-parser>=0.0.2
collate-data-diff[snowflake]
collate-data-diff[mysql]
websocket-client~=1.6.1
ndg-httpsclient~=0.5.1
cassandra-driver>=3.28.0
google-cloud
authlib>=1.6.9
kafka-connect-py==0.10.11
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
presidio-analyzer==2.2.358
sqlalchemy-bigquery>=1.15.0
pure-transport==0.2.0
Mako>=1.3.12
setuptools>=78.1.1
azure-storage-blob
confluent_kafka[schemaregistry]<3,>=2.15.0
requests-ntlm
iomete-sqlalchemy>=1.0.22
trino[sqlalchemy]
mlflow-skinny<3.15,>=3.13.0

[all-dev-env]
google-cloud-monitoring>=2.0.0
msal~=1.2
clickhouse-driver~=0.2
sqlalchemy-vertica[vertica-python]>=0.0.5
lxml>=6.1.0
tenacity<10,>=8.0
collate-data-diff[oracle]
cached-property==1.5.2
pydantic<3,>=2.12.5
lkml~=1.3
giturlparse
sqlalchemy-hana
PyYAML~=6.0
idna>=3.15
tableauserverclient==0.40
pydoris==1.2.0
sqlalchemy_exasol<8,>=7.1.1
Jinja2>=3.1.6
asammdf<8.8,>=8.2
s3fs~=2026.3
opensearch-py~=2.4.0
memory-profiler
couchbase~=4.1
antlr4-python3-runtime==4.9.2
pure-sasl
pymysql~=1.0
shapely
databricks-sqlalchemy~=2.0.9
google-crc32c
rarfile~=4.2
google-cloud-secret-manager==2.24.0
thrift<1,>=0.24.0
collate-data-diff[clickhouse]
hdbcli
dagster_graphql>=1.8.0
sqlalchemy-redshift~=1.0.0
databricks-sdk~=0.20.0
pinotdb~=5.0
azure-identity~=1.12
simple_salesforce~=1.11
collate-data-diff[trino]
pyathena~=3.35.4
adbc-driver-manager
pandas<3,>=2.2.2
gcsfs~=2026.3
pyodbc~=5.3.0
pyOpenSSL>=26.0.0
jsonpatch<2.0,>=1.24
protobuf>=5.29.6
requests>=2.32.4
pyasn1>=0.6.3
pyarrow<26,>=23.0.1
snowflake-sqlalchemy>=1.8.0
pydomo~=0.3
ijson~=3.4
chardet==4.0.0
cryptography>=48.0.1
collate-data-diff[mssql]
pyspark==3.5.6
tabulate==0.9.0
grpcio-tools>=1.47.2
deltalake<0.20,>=0.19.0
jaraco.functools<4.2.0
cx_Oracle<9,>=8.3.0
avro<1.12,>=1.11.4
dbt-extractor>=0.5.0
validators~=0.22.0
collate-data-diff[vertica]
email-validator>=2.0
importlib-metadata>=4.13.0
sqlalchemy<2.1,>=2.0.0
delta-spark<4.0.0,>=3.0.0
google-cloud-pubsub>=2.0.0
google-cloud-storage>=1.43.0
looker-sdk!=24.18.0,>=22.20.0
mypy_extensions>=0.4.3
psycopg2-binary
adbc-driver-flightsql
gitpython>=3.1.50
google-cloud-bigtable>=2.0.0
pydruid>=0.6.5
azure-keyvault-secrets
clickhouse-sqlalchemy>=0.3
thrift-sasl~=0.4
collate-sqllineage==2.1.7
python-dateutil>=2.8.1
sqlalchemy-pytds~=1.0
pyhive[hive_pure_sasl]~=0.7
typing-inspect
cramjam~=2.7
oracledb~=1.2
impyla[kerberos]~=0.24.0
neo4j~=5.3
httpx~=0.28.0
python-liquid
scikit-learn<2,>=1.4.2
spacy<3.9,>=3.8.2
pymongo~=4.3
google-cloud-datacatalog>=3.6.2
packaging
py7zr~=1.1.0
impyla~=0.24.0
GeoAlchemy2~=0.12
collate-dbt-artifacts-parser
teradatasqlalchemy==20.0.0.2
collate-data-diff>=0.11.17
google-api-python-client>=2.0.0
jaraco.context>=6.1.0
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
cachetools
collate-data-diff[presto]
elasticsearch8~=8.9.0
adlfs>=2023.1.0
aiobotocore~=2.26.0
paramiko<6,>=3.5
databricks-sql-connector>=4.0.0
boto3~=1.41.5
google-cloud-logging
PyJWT>=2.13.0
fastavro>=1.2.0
kubernetes<36,>=21.0.0
azure-storage-blob~=12.14
canmatrix<1.3
requests-aws4auth~=1.1
sqlalchemy-pgspider
sqlalchemy-cockroachdb~=2.0
python-dotenv>=0.19.0
presto-types-parser>=0.0.2
collate-data-diff[snowflake]
collate-data-diff[mysql]
websocket-client~=1.6.1
ndg-httpsclient~=0.5.1
cassandra-driver>=3.28.0
google-cloud
authlib>=1.6.9
kafka-connect-py==0.10.11
mistune>=3.3.0
pydantic-settings>=2.14.2,~=2.0
presidio-analyzer==2.2.358
sqlalchemy-bigquery>=1.15.0
pure-transport==0.2.0
Mako>=1.3.12
setuptools>=78.1.1
azure-storage-blob
confluent_kafka[schemaregistry]<3,>=2.15.0
requests-ntlm
iomete-sqlalchemy>=1.0.22
trino[sqlalchemy]
mlflow-skinny<3.15,>=3.13.0

[amundsen]
neo4j~=5.3

[athena]
pyathena~=3.35.4

[atlas]

[azure-sso]
msal~=1.2

[azuresql]
pyodbc~=5.3.0

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

[bigquery]
numpy<3,>=2
google-cloud-logging
sqlalchemy-bigquery>=1.15.0
google-cloud-datacatalog>=3.6.2
pyarrow<26,>=23.0.1

[bigtable]
pandas<3,>=2.2.2
google-cloud-bigtable>=2.0.0
numpy<3,>=2

[cassandra]
cassandra-driver>=3.28.0

[clickhouse]
collate-data-diff[clickhouse]
clickhouse-driver~=0.2
clickhouse-sqlalchemy>=0.3

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

[couchbase]
couchbase~=4.1

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

[data-insight]
elasticsearch8~=8.9.0

[databricks]
pyOpenSSL>=26.0.0
pyasn1>=0.6.3
databricks-sqlalchemy~=2.0.9
databricks-sdk~=0.20.0
databricks-sql-connector>=4.0.0
ndg-httpsclient~=0.5.1

[datalake-azure]
adlfs>=2023.1.0
canmatrix<1.3
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
numpy<3,>=2
azure-identity~=1.12
boto3~=1.41.5
asammdf<8.8,>=8.2
cramjam~=2.7
pandas<3,>=2.2.2
fastavro>=1.2.0
pyarrow<26,>=23.0.1
azure-storage-blob~=12.14
ijson~=3.4

[datalake-gcs]
canmatrix<1.3
google-cloud-monitoring>=2.0.0
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
numpy<3,>=2
boto3~=1.41.5
asammdf<8.8,>=8.2
cramjam~=2.7
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
fastavro>=1.2.0
pyarrow<26,>=23.0.1
gcsfs~=2026.3
ijson~=3.4

[datalake-s3]
canmatrix<1.3
avro<1.12,>=1.11.4
aiobotocore~=2.26.0
numpy<3,>=2
boto3~=1.41.5
s3fs~=2026.3
asammdf<8.8,>=8.2
cramjam~=2.7
pandas<3,>=2.2.2
fastavro>=1.2.0
pyarrow<26,>=23.0.1
ijson~=3.4

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

[db2-ibmi]

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

[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==0.83.0
spacy<3.9,>=3.8.2
presidio-analyzer==2.2.358
google-auth-stubs
scipy-stubs
pre-commit
pandas-stubs~=2.2
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
twine
ruff~=0.15.12
nox
avro<1.12,>=1.11.4
google-api-python-client-stubs
uvloop==0.21.0
mypy-boto3-glue
types-requests
boto3-stubs
basedpyright==1.39.3
build

[docs]
griffe2md~=1.2

[domo]
pydomo~=0.3

[doris]
pydoris==1.2.0

[druid]
pydruid>=0.6.5

[dynamodb]
boto3~=1.41.5

[e2e_test]
pytest-playwright
pytest-base-url
luigi<=3.6.0,>=2.8.4
sqlalchemy_exasol<8,>=7.1.1
exasol-integration-test-docker-environment<7,>=6.0.0

[elasticsearch]
elasticsearch8~=8.9.0

[exasol]
sqlalchemy_exasol<8,>=7.1.1

[exasol-test]
luigi<=3.6.0,>=2.8.4
exasol-integration-test-docker-environment<7,>=6.0.0

[gcs]
rarfile~=4.2
py7zr~=1.1.0
pandas<3,>=2.2.2
google-cloud-storage>=1.43.0
pyarrow<26,>=23.0.1

[glue]
boto3~=1.41.5

[googledrive]
google-api-python-client>=2.0.0

[great-expectations]
great-expectations~=1.3

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

[hive]
pure-sasl
thrift-sasl~=0.4
impyla~=0.24.0
pyhive[hive_pure_sasl]~=0.7
presto-types-parser>=0.0.2
pure-transport==0.2.0
thrift<1,>=0.24.0

[impala]
presto-types-parser>=0.0.2
thrift-sasl~=0.4
pure-sasl
impyla[kerberos]~=0.24.0
thrift<1,>=0.24.0

[iomete]
adbc-driver-flightsql
iomete-sqlalchemy>=1.0.22
adbc-driver-manager

[kafka]
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
protobuf>=5.29.6
avro<1.12,>=1.11.4
fastavro>=1.2.0

[kafkaconnect]
kafka-connect-py==0.10.11

[kinesis]
boto3~=1.41.5

[looker]
gitpython>=3.1.50
lkml~=1.3
giturlparse
looker-sdk!=24.18.0,>=22.20.0
python-liquid

[mlflow]
mlflow-skinny<3.15,>=3.13.0

[mongo]
pandas<3,>=2.2.2
pymongo~=4.3
numpy<3,>=2

[mssql]
collate-data-diff[mssql]
sqlalchemy-pytds~=1.0

[mssql-odbc]
collate-data-diff[mssql]
pyodbc~=5.3.0

[mysql]
collate-data-diff[mysql]
pymysql~=1.0
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0

[nifi]

[openlineage]
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
protobuf>=5.29.6
avro<1.12,>=1.11.4
fastavro>=1.2.0

[opensearch]
opensearch-py~=2.4.0

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

[pandas]
pandas<3,>=2.2.2
numpy<3,>=2

[pgspider]
psycopg2-binary
sqlalchemy-pgspider

[pii-processor]
spacy<3.9,>=3.8.2
presidio-analyzer==2.2.358
pandas<3,>=2.2.2
numpy<3,>=2

[pinotdb]
pinotdb~=5.0

[playwright]
psycopg2-binary
apache-airflow-providers-opensearch>=1.9.1
sqlalchemy-redshift~=1.0.0
aiobotocore~=2.26.0
azure-identity~=1.12
google-cloud-logging
boto3~=1.41.5
pandas<3,>=2.2.2
fastavro>=1.2.0
azure-storage-blob~=12.14
canmatrix<1.3
protobuf>=5.29.6
python-multipart>=0.0.31
tornado>=6.5.7
pytest-playwright
collate-data-diff[snowflake]
pygtrie<2.6
collate-data-diff[mysql]
elasticsearch<9,>=8.10
cramjam~=2.7
pyarrow<26,>=23.0.1
snowflake-sqlalchemy>=1.8.0
google-cloud
opentelemetry-exporter-otlp==1.37.0
ijson~=3.4
starlette>=0.49.1
attrs
sqlalchemy_exasol<8,>=7.1.1
exasol-integration-test-docker-environment<7,>=6.0.0
presidio-analyzer==2.2.358
pytest-base-url
sqlalchemy-bigquery>=1.15.0
google-cloud-datacatalog>=3.6.2
grpcio-tools>=1.47.2
Werkzeug>=3.0.6
packaging
s3fs~=2026.3
asammdf<8.8,>=8.2
GeoAlchemy2~=0.12
pymysql~=1.0
avro<1.12,>=1.11.4
collate-dbt-artifacts-parser
apache-airflow==3.3.2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
numpy<3,>=2
confluent_kafka[schemaregistry]<3,>=2.15.0
apache-airflow-providers-http>=6.0.0
apache-airflow-providers-elasticsearch>=6.5.3
google-cloud-storage>=1.43.0
luigi<=3.6.0,>=2.8.4
mlflow-skinny<3.15,>=3.13.0

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

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

[prefect]

[presidio-analyzer]
presidio-analyzer==2.2.358

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

[pubsub]
google-cloud-pubsub>=2.0.0

[pyarrow]
pyarrow<26,>=23.0.1

[pymssql]
pymssql~=2.3.9

[qliksense]
websocket-client~=1.6.1

[questdb]
psycopg2-binary

[quicksight]
boto3~=1.41.5

[redash]
packaging

[redpanda]
confluent_kafka[schemaregistry]<3,>=2.15.0
grpcio-tools>=1.47.2
protobuf>=5.29.6
avro<1.12,>=1.11.4
fastavro>=1.2.0

[redshift]
sqlalchemy-redshift~=1.0.0
GeoAlchemy2~=0.12
psycopg2-binary

[s3]
pandas<3,>=2.2.2
pyarrow<26,>=23.0.1
rarfile~=4.2
py7zr~=1.1.0

[sagemaker]
boto3~=1.41.5

[salesforce]
simple_salesforce~=1.11
authlib>=1.6.9

[sample-data]
avro<1.12,>=1.11.4
spacy<3.9,>=3.8.2
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0

[sap-hana]
sqlalchemy-hana
hdbcli

[sas]

[sftp]
paramiko<6,>=3.5

[singlestore]
pymysql~=1.0

[sklearn]
scikit-learn<2,>=1.4.2

[slim]
psycopg2-binary
adbc-driver-flightsql
google-cloud-monitoring>=2.0.0
google-cloud-bigtable>=2.0.0
gitpython>=3.1.50
pydruid>=0.6.5
msal~=1.2
clickhouse-driver~=0.2
azure-keyvault-secrets
sqlalchemy-vertica[vertica-python]>=0.0.5
lxml>=6.1.0
tenacity<10,>=8.0
clickhouse-sqlalchemy>=0.3
collate-data-diff[oracle]
cached-property==1.5.2
thrift-sasl~=0.4
pydantic<3,>=2.12.5
lkml~=1.3
collate-sqllineage==2.1.7
python-dateutil>=2.8.1
giturlparse
PyYAML~=6.0
sqlalchemy-pytds~=1.0
sqlalchemy-hana
pyhive[hive_pure_sasl]~=0.7
pymssql~=2.3.9
idna>=3.15
typing-inspect
cramjam~=2.7
oracledb~=1.2
impyla[kerberos]~=0.24.0
neo4j~=5.3
httpx~=0.28.0
python-liquid
tableauserverclient==0.40
spacy<3.9,>=3.8.2
pydoris==1.2.0
sqlalchemy_exasol<8,>=7.1.1
pymongo~=4.3
Jinja2>=3.1.6
asammdf<8.8,>=8.2
google-cloud-datacatalog>=3.6.2
s3fs~=2026.3
memory-profiler
packaging
py7zr~=1.1.0
opensearch-py~=2.4.0
couchbase~=4.1
antlr4-python3-runtime==4.9.2
pure-sasl
GeoAlchemy2~=0.12
pymysql~=1.0
shapely
collate-dbt-artifacts-parser
collate-data-diff>=0.11.17
google-api-python-client>=2.0.0
impyla~=0.24.0
databricks-sqlalchemy~=2.0.9
teradatasqlalchemy==20.0.0.2
google-crc32c
jaraco.context>=6.1.0
numpy<3,>=2
cloud-sql-python-connector[pymysql]<2.0.0,>=1.0.0
rarfile~=4.2
cachetools
google-cloud-secret-manager==2.24.0
thrift<1,>=0.24.0
collate-data-diff[presto]
collate-data-diff[clickhouse]
hdbcli
elasticsearch8~=8.9.0
adlfs>=2023.1.0
dagster_graphql>=1.8.0
sqlalchemy-redshift~=1.0.0
databricks-sdk~=0.20.0
aiobotocore~=2.26.0
paramiko<6,>=3.5
pinotdb~=5.0
azure-identity~=1.12
boto3~=1.41.5
google-cloud-logging
pyathena~=3.35.4
databricks-sql-connector>=4.0.0
PyJWT>=2.13.0
adbc-driver-manager
pandas<3,>=2.2.2
simple_salesforce~=1.11
fastavro>=1.2.0
collate-data-diff[trino]
kubernetes<36,>=21.0.0
azure-storage-blob~=12.14
gcsfs~=2026.3
canmatrix<1.3
requests-aws4auth~=1.1
pyodbc~=5.3.0
jsonpatch<2.0,>=1.24
pyOpenSSL>=26.0.0
requests>=2.32.4
pyasn1>=0.6.3
sqlalchemy-cockroachdb~=2.0
protobuf>=5.29.6
sqlalchemy-pgspider
python-dotenv>=0.19.0
presto-types-parser>=0.0.2
collate-data-diff[snowflake]
collate-data-diff[mysql]
websocket-client~=1.6.1
ndg-httpsclient~=0.5.1
cassandra-driver>=3.28.0
pyarrow<26,>=23.0.1
google-cloud
pydomo~=0.3
authlib>=1.6.9
ijson~=3.4
snowflake-sqlalchemy>=1.8.0
chardet==4.0.0
mistune>=3.3.0
cryptography>=48.0.1
kafka-connect-py==0.10.11
google-cloud-pubsub>=2.0.0
collate-data-diff[mssql]
pydantic-settings>=2.14.2,~=2.0
tabulate==0.9.0
presidio-analyzer==2.2.358
sqlalchemy-bigquery>=1.15.0
grpcio-tools>=1.47.2
pure-transport==0.2.0
deltalake<0.20,>=0.19.0
Mako>=1.3.12
setuptools>=78.1.1
azure-storage-blob
jaraco.functools<4.2.0
cx_Oracle<9,>=8.3.0
avro<1.12,>=1.11.4
dbt-extractor>=0.5.0
validators~=0.22.0
collate-data-diff[vertica]
email-validator>=2.0
importlib-metadata>=4.13.0
confluent_kafka[schemaregistry]<3,>=2.15.0
requests-ntlm
sqlalchemy<2.1,>=2.0.0
iomete-sqlalchemy>=1.0.22
google-cloud-storage>=1.43.0
looker-sdk!=24.18.0,>=22.20.0
trino[sqlalchemy]
mlflow-skinny<3.15,>=3.13.0
mypy_extensions>=0.4.3

[snowflake]
collate-data-diff[snowflake]
snowflake-sqlalchemy>=1.8.0

[ssrs]
requests-ntlm

[starrocks]
pymysql~=1.0

[superset]

[tableau]
tableauserverclient==0.40
validators~=0.22.0
packaging

[teradata]
teradatasqlalchemy==20.0.0.2

[test]
locust~=2.32.0
psycopg2-binary
google-cloud-monitoring>=2.0.0
google-cloud-bigtable>=2.0.0
faker==37.1.0
dirty-equals
clickhouse-driver~=0.2
sqlalchemy-vertica[vertica-python]>=0.0.5
testcontainers~=4.8.0
clickhouse-sqlalchemy>=0.3
collate-data-diff[oracle]
lkml~=1.3
pytest==7.0.1
freezegun
giturlparse
sqlalchemy-pytds~=1.0
pyhive[hive_pure_sasl]~=0.7
cramjam~=2.7
pytest-timeout~=2.4
oracledb~=1.2
boto3-stubs
neo4j~=5.3
opentelemetry-exporter-otlp==1.37.0
python-liquid
skops
factory-boy~=3.3.3
scikit-learn<2,>=1.4.2
tableauserverclient==0.40
spacy<3.9,>=3.8.2
pymongo~=4.3
pydoris==1.2.0
sqlalchemy_exasol<8,>=7.1.1
exasol-integration-test-docker-environment<7,>=6.0.0
s3fs~=2026.3
asammdf<8.8,>=8.2
google-cloud-datacatalog>=3.6.2
opensearch-py~=2.4.0
GeoAlchemy2~=0.12
pymysql~=1.0
collate-dbt-artifacts-parser
teradatasqlalchemy==20.0.0.2
numpy<3,>=2
mypy-boto3-glue
great-expectations~=1.3
collate-data-diff[clickhouse]
elasticsearch8~=8.9.0
coverage
dagster_graphql>=1.8.0
databricks-sdk~=0.20.0
aiobotocore~=2.26.0
paramiko<6,>=3.5
databricks-sql-connector>=4.0.0
boto3~=1.41.5
google-cloud-logging
pyathena~=3.35.4
delta-spark<4.0.0,>=3.0.0
pandas<3,>=2.2.2
fastavro>=1.2.0
gcsfs~=2026.3
pytest-cov
canmatrix<1.3
protobuf>=5.29.6
sqlalchemy-pgspider
sqlalchemy-cockroachdb~=2.0
pygtrie<2.6
collate-data-diff[mysql]
cassandra-driver>=3.28.0
pyarrow<26,>=23.0.1
snowflake-sqlalchemy>=1.8.0
pydomo~=0.3
ijson~=3.4
requests<3,>=2.32.4
kafka-connect-py==0.10.11
collate-data-diff[mssql]
pyspark==3.5.6
presidio-analyzer==2.2.358
grpcio-tools>=1.47.2
sqlalchemy-bigquery>=1.15.0
deltalake<0.20,>=0.19.0
minio==7.2.5
cx_Oracle<9,>=8.3.0
avro<1.12,>=1.11.4
luigi<=3.6.0,>=2.8.4
apache-airflow==3.3.2
pytest-order
collate-data-diff[vertica]
validators~=0.22.0
confluent_kafka[schemaregistry]<3,>=2.15.0
pytest-xdist~=3.5
kafka-python==2.0.2
google-cloud-storage>=1.43.0
looker-sdk!=24.18.0,>=22.20.0
trino[sqlalchemy]
mlflow-skinny<3.15,>=3.13.0

[test-unit]
teradatasqlalchemy==20.0.0.2
pytest==7.0.1
pytest-order
sqlalchemy_exasol<8,>=7.1.1
faker==37.1.0
pytest-timeout~=2.4
dirty-equals
pytest-rerunfailures
testcontainers
factory-boy~=3.3.3
pytest-cov

[trino]
collate-data-diff[trino]
trino[sqlalchemy]

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