55 "colab" : {
66 "provenance" : [],
77 "toc_visible" : true ,
8- "authorship_tag" : " ABX9TyNi12IlrUN5hBIe3aoQazij "
8+ "authorship_tag" : " ABX9TyN4D6iVLtKHQm9QRmuNNcC4 "
99 },
1010 "kernelspec" : {
1111 "name" : " python3" ,
4343 "id" : " IA9uYREbI3m3"
4444 },
4545 "execution_count" : null ,
46- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
46+ "outputs" : []
4747 },
4848 {
4949 "cell_type" : " markdown" ,
101101 "metadata" : {
102102 "id" : " L_18eUf7QU2I"
103103 },
104- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ],
104+ "outputs" : [],
105105 "source" : [
106106 " # GCP project id\n " ,
107107 " PROJECT_ID = 'apache-beam-testing' # @param {type:'string'}\n " ,
112112 " # Required if running on Dataflow\n " ,
113113 " REGION = 'us-central1' # @param {type:'string'}\n " ,
114114 " \n " ,
115- " # TODO: Change this to an official release once 2.65.0 is available\n " ,
116- " BEAM_VERSION = '2.65.0rc2'\n " ,
115+ " BEAM_VERSION = '2.65.0'\n " ,
117116 " \n " ,
118117 " import random\n " ,
119118 " SUFFIX = str(random.randint(0, 10000))"
129128 "id" : " A_49Y2aTQeiH"
130129 },
131130 "execution_count" : null ,
132- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
131+ "outputs" : []
133132 },
134133 {
135134 "cell_type" : " markdown" ,
150149 "id" : " 5hpDAMOyQfHP"
151150 },
152151 "execution_count" : null ,
153- "outputs" : [{"output_type" : " stream" , "name" : " stdout" , "text" : [" \n " ]}]
154- },
155- {
156- "cell_type" : " code" ,
157- "source" : [
158- " # Download the latest prism\n " ,
159- " # TODO: We don't need this step once 2.65.0 is available.\n " ,
160- " ! wget https://dist.apache.org/repos/dist/dev/beam/2.65.0/prism/linux/amd64/apache_beam-v2.65.0-prism-linux-amd64.zip"
161- ],
162- "metadata" : {
163- "id" : " jAKBvrgq-J3f"
164- },
165- "execution_count" : null ,
166- "outputs" : [{"output_type" : " stream" , "name" : " stdout" , "text" : [" \n " ]}]
152+ "outputs" : []
167153 },
168154 {
169155 "cell_type" : " code" ,
175161 "id" : " KlkX-iwVm42J"
176162 },
177163 "execution_count" : null ,
178- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
164+ "outputs" : []
179165 },
180166 {
181167 "cell_type" : " markdown" ,
206192 "id" : " vb6ubiSyipuG"
207193 },
208194 "execution_count" : null ,
209- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
195+ "outputs" : []
210196 },
211197 {
212198 "cell_type" : " code" ,
236222 "id" : " P9MzeokSiPxK"
237223 },
238224 "execution_count" : null ,
239- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
225+ "outputs" : []
240226 },
241227 {
242228 "cell_type" : " code" ,
251237 "id" : " 01JdmTuXuqY_"
252238 },
253239 "execution_count" : null ,
254- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
240+ "outputs" : []
255241 },
256242 {
257243 "cell_type" : " markdown" ,
366352 "id" : " 4WgxpmAPQrbv"
367353 },
368354 "execution_count" : null ,
369- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
355+ "outputs" : []
370356 },
371357 {
372358 "cell_type" : " markdown" ,
388374 "id" : " fnidxXybxuFD"
389375 },
390376 "execution_count" : null ,
391- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
377+ "outputs" : []
392378 },
393379 {
394380 "cell_type" : " code" ,
415401 "id" : " iwkrY8oXSAlQ"
416402 },
417403 "execution_count" : null ,
418- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
404+ "outputs" : []
419405 },
420406 {
421407 "cell_type" : " markdown" ,
438424 "id" : " jP_M9pY2mp1C"
439425 },
440426 "execution_count" : null ,
441- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
427+ "outputs" : []
442428 },
443429 {
444430 "cell_type" : " code" ,
457443 " \" --streaming\" ,\n " ,
458444 " \" --job_server_timeout=600\" ,\n " ,
459445 " \" --environment_type=LOOPBACK\" ,\n " ,
460- " # TODO: remove --prism_location once 2.65 is released\n " ,
461- " \" --runner=PrismRunner\" , \" --prism_location=./apache_beam-v2.65.0-prism-linux-amd64.zip\"\n " ,
446+ " \" --runner=PrismRunner\" ,\n " ,
462447 " ])\n " ,
463448 " \n " ,
464449 " with beam.Pipeline(options=options) as p:\n " ,
476461 "id" : " ghFoWPAeS6SH"
477462 },
478463 "execution_count" : null ,
479- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
464+ "outputs" : []
480465 },
481466 {
482467 "cell_type" : " markdown" ,
498483 "id" : " Gh-bU6vsD9vD"
499484 },
500485 "execution_count" : null ,
501- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
486+ "outputs" : []
502487 },
503488 {
504489 "cell_type" : " code" ,
510495 "id" : " 0C0qur71DiN3"
511496 },
512497 "execution_count" : null ,
513- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
498+ "outputs" : []
514499 },
515500 {
516501 "cell_type" : " code" ,
522507 " \" --staging_location=\" + STAGING_LOCATION,\n " ,
523508 " \" --project=\" + PROJECT_ID,\n " ,
524509 " \" --region=\" + REGION,\n " ,
525- " \" --extra_package=gs://shunping-test/anomaly-temp /pyod-2.0.3.tar.gz\" ,\n " ,
510+ " \" --extra_package=gs://apache-beam-samples/anomaly_detection/pyod /pyod-2.0.3.tar.gz\" ,\n " ,
526511 " ])\n " ,
527512 " \n " ,
528513 " with beam.Pipeline(options=options) as p:\n " ,
540525 "id" : " -uspd0osDocV"
541526 },
542527 "execution_count" : null ,
543- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
528+ "outputs" : []
544529 },
545530 {
546531 "cell_type" : " markdown" ,
572557 "id" : " KkyuDIVoePnv"
573558 },
574559 "execution_count" : null ,
575- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
560+ "outputs" : []
576561 },
577562 {
578563 "cell_type" : " code" ,
591576 "id" : " x_lEnelMj1fD"
592577 },
593578 "execution_count" : null ,
594- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
579+ "outputs" : []
595580 },
596581 {
597582 "cell_type" : " code" ,
604589 "id" : " N5w0K5B1jnIm"
605590 },
606591 "execution_count" : null ,
607- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
592+ "outputs" : []
608593 },
609594 {
610595 "cell_type" : " markdown" ,
626611 " \" --streaming\" ,\n " ,
627612 " \" --job_server_timeout=600\" ,\n " ,
628613 " \" --environment_type=LOOPBACK\" ,\n " ,
629- " # TODO: remove --prism_location once 2.65 is released\n " ,
630- " \" --runner=PrismRunner\" , \" --prism_location=./apache_beam-v2.65.0-prism-linux-amd64.zip\"\n " ,
614+ " \" --runner=PrismRunner\" ,\n " ,
631615 " ])\n " ,
632616 " \n " ,
633617 " with beam.Pipeline(options=options) as p:\n " ,
644628 "id" : " gWRplG09kXmh"
645629 },
646630 "execution_count" : null ,
647- "outputs" : [{ "output_type" : " stream " , "name" : " stdout " , "text" : [ " \n " ]} ]
631+ "outputs" : []
648632 }
649633 ]
650- }
634+ }
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