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Home Page: https://sparkbyexamples.com
Pyspark RDD, DataFrame and Dataset Examples in Python language
Home Page: https://sparkbyexamples.com
The last line of code in pyspark-broadcast-dataframe.py:
filteDf= df.where((df['state'].isin(broadcastStates.value)))
gives this error:
SparkRuntimeException Traceback (most recent call last)
in <cell line: 29>()
27
28 # Broadcast variable on filter
---> 29 filteDf= df.where((df['state'].isin(broadcastStates.value)))
4 frames
/usr/local/lib/python3.10/dist-packages/pyspark/errors/exceptions/captured.py in deco(*a, **kw)
183 # Hide where the exception came from that shows a non-Pythonic
184 # JVM exception message.
--> 185 raise converted from None
186 else:
187 raise
SparkRuntimeException: [UNSUPPORTED_FEATURE.LITERAL_TYPE] The feature is not supported: Literal for '{FL=Florida, NY=New York, CA=California}' of class java.util.HashMap.
Hello, I have a pandas code for exponential smoothening. But I am not able to do the same in pyspark.
def exponential_smoothing(x, alpha):
result = []
for value in x:
if result:
smoothed_value = alpha * value + (1 - alpha) * result[-1]
else:
smoothed_value = value
result.append(smoothed_value)
return result
def apply_exponential_smoothing(df, alpha):
df['product_area_sales_value_N_mean_T'] = df.groupby(['area_id', 'product_id'])['product_area_sales_value_N_mean'].transform(lambda x: exponential_smoothing(x, alpha))
df['product_area_sales_unit_N_mean_T'] = df.groupby(['area_id', 'product_id'])['product_area_sales_unit_N_mean'].transform(lambda x: exponential_smoothing(x, alpha))
return df
tmp3 = apply_exponential_smoothing(tmp3, alpha=0.8)
this is the code. here in pyspark, I am not able to fetch previous row smoothen value. there is no such functionality in pyspark. Please suggest solution in spark
pyspark-examples/currentdate.py
Line 21 in 0ae16f1
26-AUG-2023 sparkbyexamples.com Portal is not responding.
Where can I find a pdf format for all the examples on your website https://sparkbyexamples.com?
Hello, I am trying to run pyspark examples on local windows machine, with Jupyter notebook using Anaconda. I followed this tutorial. and did not find any issue during the installation. However, I still got the following error messages when running the following example
import pyspark
from pyspark.sql import SparkSession
from pyspark.sql.functions import col
from pyspark.sql.functions import to_timestamp, current_timestamp
from pyspark.sql.types import StructType, StructField, StringType, IntegerType, LongType
spark = SparkSession.builder.appName('SparkByExamples.com').getOrCreate()
Exception Traceback (most recent call last)
in
5 from pyspark.sql.types import StructType, StructField, StringType, IntegerType, LongType
6
----> 7 spark = SparkSession.builder.appName('SparkByExamples.com').getOrCreate()
~\Anaconda3\envs\sparkenv\lib\site-packages\pyspark\sql\session.py in getOrCreate(self)
226 sparkConf.set(key, value)
227 # This SparkContext may be an existing one.
--> 228 sc = SparkContext.getOrCreate(sparkConf)
229 # Do not update SparkConf
for existing SparkContext
, as it's shared
230 # by all sessions.
~\Anaconda3\envs\sparkenv\lib\site-packages\pyspark\context.py in getOrCreate(cls, conf)
382 with SparkContext._lock:
383 if SparkContext._active_spark_context is None:
--> 384 SparkContext(conf=conf or SparkConf())
385 return SparkContext._active_spark_context
386
~\Anaconda3\envs\sparkenv\lib\site-packages\pyspark\context.py in init(self, master, appName, sparkHome, pyFiles, environment, batchSize, serializer, conf, gateway, jsc, profiler_cls)
142 " is not allowed as it is a security risk.")
143
--> 144 SparkContext._ensure_initialized(self, gateway=gateway, conf=conf)
145 try:
146 self._do_init(master, appName, sparkHome, pyFiles, environment, batchSize, serializer,
~\Anaconda3\envs\sparkenv\lib\site-packages\pyspark\context.py in _ensure_initialized(cls, instance, gateway, conf)
329 with SparkContext._lock:
330 if not SparkContext._gateway:
--> 331 SparkContext._gateway = gateway or launch_gateway(conf)
332 SparkContext._jvm = SparkContext._gateway.jvm
333
~\Anaconda3\envs\sparkenv\lib\site-packages\pyspark\java_gateway.py in launch_gateway(conf, popen_kwargs)
106
107 if not os.path.isfile(conn_info_file):
--> 108 raise Exception("Java gateway process exited before sending its port number")
109
110 with open(conn_info_file, "rb") as info:
Exception: Java gateway process exited before sending its port number
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