为什么pyspark只能从根目录查找本地配置单元元存储?

为什么pyspark只能从根目录查找本地配置单元元存储?,pyspark,delta-lake,hive-metastore,Pyspark,Delta Lake,Hive Metastore,我有一个关于delta lake的hive metastore支持的问题, 我已经使用以下配置在独立spark会话上定义了元存储 pyspark --conf "spark.sql.catalog.spark_catalog=org.apache.spark.sql.delta.catalog.DeltaCatalog" --conf "spark.sql.extensions=io.delta.sql.DeltaSparkSessionExtension"

我有一个关于delta lake的hive metastore支持的问题, 我已经使用以下配置在独立spark会话上定义了元存储

pyspark --conf "spark.sql.catalog.spark_catalog=org.apache.spark.sql.delta.catalog.DeltaCatalog" --conf "spark.sql.extensions=io.delta.sql.DeltaSparkSessionExtension"
spark = SparkSession \
    .builder \
    .appName("Python Spark SQL Hive integration example") \
    .config("spark.sql.warehouse.dir", '/mnt/data/db/medilake/') \
    .config("spark.hadoop.datanucleus.autoCreateSchema", 'true') \
    .enableHiveSupport() \
    .getOrCreate()
and it all worked while i was in the session according to the doc https://docs.delta.io/latest/delta-batch.html#-control-data-location&language-python
then when i opened a new session i got this error
>>> spark.sql("SELECT * FROM BRONZE.user").show()
20/09/04 20:30:27 WARN ObjectStore: Failed to get database bronze, returning NoSuchObjectException
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/opt/spark-3.0.0-bin-hadoop3.2/python/pyspark/sql/session.py", line 646, in sql
    return DataFrame(self._jsparkSession.sql(sqlQuery), self._wrapped)
  File "/opt/spark-3.0.0-bin-hadoop3.2/python/lib/py4j-0.10.9-src.zip/py4j/java_gateway.py", line 1305, in __call__
  File "/opt/spark-3.0.0-bin-hadoop3.2/python/pyspark/sql/utils.py", line 137, in deco
    raise_from(converted)
  File "<string>", line 3, in raise_from
pyspark.sql.utils.AnalysisException: Table or view not found: BRONZE.user; line 1 pos 14;
'Project [*]
+- 'UnresolvedRelation [BRONZE, user]
文件夹:

root@m:/mnt/data/db/medilake# ll
total 16
drwxr-xr-x 9 root root 4096 Sep  4 19:05 bronze.db
-rw-r--r-- 1 root root  708 Sep  4 19:45 derby.log
drwxr-xr-x 4 root root 4096 Sep  4 19:36 gold.db
drwxr-xr-x 5 root root 4096 Sep  4 19:45 metastore_db
形态:

如何将属性设置为从任何工作目录工作

.config("spark.sql.warehouse.dir", '/mnt/data/db/medilake/')

Barak,也许我可以通过以下方式帮助您添加spark sql语法

spark.sql("CREATE TABLE BRONZE.user USING DELTA LOCATION '/mnt/data/db/medilake/spark-warehouse'")
我记得要读取增量表,它必须从拼花地板或csv文件中保存,有关更多详细信息,请参阅文档


只需按照说明操作即可。 在spark-default.conf上设置spark.sql.warehouse.dir就成功了

.config("spark.sql.warehouse.dir", '/mnt/data/db/medilake/')
spark.sql("CREATE TABLE BRONZE.user USING DELTA LOCATION '/mnt/data/db/medilake/spark-warehouse'")