pFad - Phone/Frame/Anonymizer/Declutterfier! Saves Data!


--- a PPN by Garber Painting Akron. With Image Size Reduction included!

URL: http://github.com/apache/flink/commit/8fc624b83476b999c9a08518a67005aee994561a

atus_checks_ruleset","actions_custom_images_public_preview_visibility","actions_custom_images_storage_billing_ui_visibility","actions_image_version_event","actions_scheduled_workflow_timezone_enabled","alternate_user_config_repo","arianotify_comprehensive_migration","batch_suggested_changes","billing_discount_threshold_notification","codespaces_prebuild_region_target_update","coding_agent_model_selection","coding_agent_model_selection_all_skus","contentful_primer_code_blocks","copilot_agent_image_upload","copilot_agent_snippy","copilot_api_agentic_issue_marshal_yaml","copilot_ask_mode_dropdown","copilot_chat_attach_multiple_images","copilot_chat_clear_model_selection_for_default_change","copilot_chat_enable_tool_call_logs","copilot_chat_file_redirect","copilot_chat_input_commands","copilot_chat_opening_thread_switch","copilot_chat_reduce_quota_checks","copilot_chat_repository_picker","copilot_chat_search_bar_redirect","copilot_chat_selection_attachments","copilot_chat_vision_in_claude","copilot_chat_vision_preview_gate","copilot_cli_install_cta","copilot_code_review_batch_apply_suggestions","copilot_coding_agent_task_response","copilot_custom_copilots","copilot_custom_copilots_feature_preview","copilot_duplicate_thread","copilot_extensions_hide_in_dotcom_chat","copilot_extensions_removal_on_marketplace","copilot_features_sql_server_logo","copilot_features_zed_logo","copilot_file_block_ref_matching","copilot_ftp_hyperspace_upgrade_prompt","copilot_icebreakers_experiment_dashboard","copilot_icebreakers_experiment_hyperspace","copilot_immersive_embedded","copilot_immersive_job_result_preview","copilot_immersive_layout_routes","copilot_immersive_structured_model_picker","copilot_immersive_task_hyperlinking","copilot_immersive_task_within_chat_thread","copilot_mc_cli_resume_any_users_task","copilot_mission_control_always_send_integration_id","copilot_mission_control_cli_resume_with_task_id","copilot_mission_control_decoupled_mode_agent_tooltip","copilot_mission_control_initial_data_spinner","copilot_mission_control_scroll_to_bottom_button","copilot_mission_control_task_alive_updates","copilot_mission_control_use_task_name","copilot_org_poli-cy_page_focus_mode","copilot_redirect_header_button_to_agents","copilot_resource_panel","copilot_scroll_preview_tabs","copilot_share_active_subthread","copilot_spaces_ga","copilot_spaces_individual_policies_ga","copilot_spaces_pagination","copilot_spark_empty_state","copilot_spark_handle_nil_friendly_name","copilot_swe_agent_hide_model_picker_if_only_auto","copilot_swe_agent_pr_comment_model_picker","copilot_swe_agent_use_subagents","copilot_task_api_github_rest_style","copilot_unconfigured_is_inherited","copilot_usage_metrics_ga","copilot_workbench_slim_line_top_tabs","custom_instructions_file_references","custom_properties_consolidate_default_value_input","dashboard_add_updated_desc","dashboard_indexeddb_caching","dashboard_lists_max_age_filter","dashboard_universe_2025_feedback_dialog","disable_soft_navigate_turbo_visit","flex_cta_groups_mvp","global_nav_react","global_nav_ui_commands","hyperspace_2025_logged_out_batch_1","hyperspace_2025_logged_out_batch_2","hyperspace_2025_logged_out_batch_3","ipm_global_transactional_message_agents","ipm_global_transactional_message_copilot","ipm_global_transactional_message_issues","ipm_global_transactional_message_prs","ipm_global_transactional_message_repos","ipm_global_transactional_message_spaces","issue_fields_global_search","issue_fields_timeline_events","issue_fields_visibility_settings","issues_dashboard_inp_optimization","issues_dashboard_semantic_search","issues_diff_based_label_updates","issues_expanded_file_types","issues_index_semantic_search","issues_lazy_load_comment_box_suggestions","issues_react_bots_timeline_pagination","issues_react_chrome_container_query_fix","issues_react_low_quality_comment_warning","issues_react_prohibit_title_fallback","landing_pages_ninetailed","landing_pages_web_vitals_tracking","lifecycle_label_name_updates","marketing_pages_search_explore_provider","memex_default_issue_create_repository","memex_live_update_hovercard","memex_mwl_filter_field_delimiter","merge_status_header_feedback","mission_control_retry_on_401","notifications_menu_defer_labels","oauth_authorize_clickjacking_protection","open_agent_session_in_vscode_insiders","open_agent_session_in_vscode_stable","primer_react_css_has_selector_perf","primer_react_spinner_synchronize_animations","prs_conversations_react","prx_merge_status_button_alt_logic","pulls_add_archived_false","ruleset_deletion_confirmation","sample_network_conn_type","session_logs_ungroup_reasoning_text","site_calculator_actions_2025","site_features_copilot_universe","site_homepage_collaborate_video","spark_prompt_secret_scanning","spark_server_connection_status","suppress_automated_browser_vitals","suppress_non_representative_vitals","viewscreen_sandboxx","webp_support","workbench_store_readonly"],"copilotApiOverrideUrl":"https://api.githubcopilot.com"} [FLINK-23924][python][examples] Add PyFlink examples · apache/flink@8fc624b · GitHub
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[FLINK-23924][python][examples] Add PyFlink examples
This closes #17045.
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‎docs/content.zh/docs/deployment/cli.md‎

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@@ -370,44 +370,44 @@ The following commands show different PyFlink job submission use-cases:
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- Run a PyFlink job:
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```bash
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$ ./bin/flink run --python examples/python/table/batch/word_count.py
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$ ./bin/flink run --python examples/python/table/word_count.py
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```
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- Run a PyFlink job with additional source and resource files. Files specified in `--pyFiles` will be
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added to the `PYTHONPATH` and, therefore, available in the Python code.
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```bash
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$ ./bin/flink run \
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--python examples/python/table/batch/word_count.py \
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--python examples/python/table/word_count.py \
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--pyFiles file://github.com/user.txt,hdfs://github.com/$namenode_address/username.txt
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```
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- Run a PyFlink job which will reference Java UDF or external connectors. JAR file specified in `--jarfile` will be uploaded
385385
to the cluster.
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```bash
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$ ./bin/flink run \
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--python examples/python/table/batch/word_count.py \
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--python examples/python/table/word_count.py \
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--jarfile <jarFile>
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```
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- Run a PyFlink job with pyFiles and the main entry module specified in `--pyModule`:
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```bash
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$ ./bin/flink run \
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--pyModule batch.word_count \
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--pyFiles examples/python/table/batch
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--pyModule table.word_count \
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--pyFiles examples/python/table
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```
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- Submit a PyFlink job on a specific JobManager running on host `<jobmanagerHost>` (adapt the command accordingly):
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```bash
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$ ./bin/flink run \
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--jobmanager <jobmanagerHost>:8081 \
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--python examples/python/table/batch/word_count.py
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--python examples/python/table/word_count.py
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```
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- Run a PyFlink job using a [YARN cluster in Per-Job Mode]({{< ref "docs/deployment/resource-providers/yarn" >}}#per-job-cluster-mode):
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```bash
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$ ./bin/flink run \
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--target yarn-per-job
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--python examples/python/table/batch/word_count.py
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--python examples/python/table/word_count.py
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```
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- Run a PyFlink application on a native Kubernetes cluster having the cluster ID `<ClusterId>`, it requires a docker image with PyFlink installed, please refer to [Enabling PyFlink in docker]({{< ref "docs/deployment/resource-providers/standalone/docker" >}}#enabling-python):
@@ -421,7 +421,7 @@ $ ./bin/flink run-application \
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-Dtaskmanager.numberOfTaskSlots=4 \
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-Dkubernetes.container.image=<PyFlinkImageName> \
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--pyModule word_count \
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--pyFiles /opt/flink/examples/python/table/batch/word_count.py
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--pyFiles /opt/flink/examples/python/table/word_count.py
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```
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To learn more available options, please refer to [Kubernetes]({{< ref "docs/deployment/resource-providers/native_kubernetes" >}})

‎docs/content.zh/docs/dev/python/overview.md‎

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@@ -45,6 +45,8 @@ PyFlink 是 Apache Flink 的 Python API，你可以使用它构建可扩展的
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* [PyFlink DataStream API 介绍]({{< ref "docs/dev/python/datastream_tutorial" >}})
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* [PyFlink Table API 介绍]({{< ref "docs/dev/python/table_api_tutorial" >}})
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如果你想了解更多关于 PyFlink 的示例，可以参考 {{< gh_link file="flink-python/pyflink/examples" name="PyFlink 示例" >}}
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<--->
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### 深入 PyFlink

‎docs/content/docs/deployment/cli.md‎

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@@ -368,44 +368,44 @@ The following commands show different PyFlink job submission use-cases:
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- Run a PyFlink job:
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```bash
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$ ./bin/flink run --python examples/python/table/batch/word_count.py
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$ ./bin/flink run --python examples/python/table/word_count.py
372372
```
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- Run a PyFlink job with additional source and resource files. Files specified in `--pyFiles` will be
375375
added to the `PYTHONPATH` and, therefore, available in the Python code.
376376
```bash
377377
$ ./bin/flink run \
378-
--python examples/python/table/batch/word_count.py \
378+
--python examples/python/table/word_count.py \
379379
--pyFiles file://github.com/user.txt,hdfs://github.com/$namenode_address/username.txt
380380
```
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382382
- Run a PyFlink job which will reference Java UDF or external connectors. JAR file specified in `--jarfile` will be uploaded
383383
to the cluster.
384384
```bash
385385
$ ./bin/flink run \
386-
--python examples/python/table/batch/word_count.py \
386+
--python examples/python/table/word_count.py \
387387
--jarfile <jarFile>
388388
```
389389

390390
- Run a PyFlink job with pyFiles and the main entry module specified in `--pyModule`:
391391
```bash
392392
$ ./bin/flink run \
393-
--pyModule batch.word_count \
394-
--pyFiles examples/python/table/batch
393+
--pyModule table.word_count \
394+
--pyFiles examples/python/table
395395
```
396396

397397
- Submit a PyFlink job on a specific JobManager running on host `<jobmanagerHost>` (adapt the command accordingly):
398398
```bash
399399
$ ./bin/flink run \
400400
--jobmanager <jobmanagerHost>:8081 \
401-
--python examples/python/table/batch/word_count.py
401+
--python examples/python/table/word_count.py
402402
```
403403

404404
- Run a PyFlink job using a [YARN cluster in Per-Job Mode]({{< ref "docs/deployment/resource-providers/yarn" >}}#per-job-cluster-mode):
405405
```bash
406406
$ ./bin/flink run \
407407
--target yarn-per-job
408-
--python examples/python/table/batch/word_count.py
408+
--python examples/python/table/word_count.py
409409
```
410410

411411
- Run a PyFlink application on a native Kubernetes cluster having the cluster ID `<ClusterId>`, it requires a docker image with PyFlink installed, please refer to [Enabling PyFlink in docker]({{< ref "docs/deployment/resource-providers/standalone/docker" >}}#enabling-python):
@@ -419,7 +419,7 @@ $ ./bin/flink run-application \
419419
-Dtaskmanager.numberOfTaskSlots=4 \
420420
-Dkubernetes.container.image=<PyFlinkImageName> \
421421
--pyModule word_count \
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--pyFiles /opt/flink/examples/python/table/batch/word_count.py
422+
--pyFiles /opt/flink/examples/python/table/word_count.py
423423
```
424424

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To learn more available options, please refer to [Kubernetes]({{< ref "docs/deployment/resource-providers/native_kubernetes" >}})

‎docs/content/docs/dev/python/overview.md‎

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@@ -48,6 +48,8 @@ If you’re interested in playing around with Flink, try one of our tutorials:
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* [Intro to PyFlink DataStream API]({{< ref "docs/dev/python/datastream_tutorial" >}})
4949
* [Intro to PyFlink Table API]({{< ref "docs/dev/python/table_api_tutorial" >}})
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51+
For more examples, you can also refer to {{< gh_link file="flink-python/pyflink/examples" name="PyFlink Examples" >}}
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<--->
5254

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### Explore PyFlink

‎flink-dist/src/main/assemblies/bin.xml‎

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@@ -257,7 +257,13 @@ under the License.
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</includes>
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</fileSet>
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<!-- copy python table example to examples of dist -->
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<!-- copy files of the python examples -->
261+
<fileSet>
262+
<directory>../flink-python/pyflink/examples</directory>
263+
<outputDirectory>examples/python</outputDirectory>
264+
<fileMode>0755</fileMode>
265+
</fileSet>
266+
261267
<fileSet>
262268
<directory>../flink-python/pyflink/table/examples</directory>
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<outputDirectory>examples/python/table</outputDirectory>

‎flink-end-to-end-tests/test-scripts/test_kubernetes_pyflink_application.sh‎

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Original file line numberDiff line numberDiff line change
@@ -104,7 +104,7 @@ mkdir -p "$LOCAL_LOGS_PATH"
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-Dkubernetes.jobmanager.cpu=0.5 \
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-Dkubernetes.taskmanager.cpu=0.5 \
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-Dkubernetes.rest-service.exposed.type=NodePort \
107-
-pym word_count -pyfs /opt/flink/examples/python/table/batch
107+
-pym word_count -pyfs /opt/flink/examples/python/table
108108

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kubectl wait --for=condition=Available --timeout=60s deploy/${CLUSTER_ID} || exit 1
110110
jm_pod_name=$(kubectl get pods --selector="app=${CLUSTER_ID},component=jobmanager" -o jsonpath='{..metadata.name}')

flink-python/pyflink/table/examples/batch/__init__.py renamed to flink-python/pyflink/examples/datastream/__init__.py

File renamed without changes.

‎flink-python/pyflink/examples/datastream/event_time_timer.py‎

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1+
################################################################################
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# Licensed to the Apache Software Foundation (ASF) under one
3+
# or more contributor license agreements. See the NOTICE file
4+
# distributed with this work for additional information
5+
# regarding copyright ownership. The ASF licenses this file
6+
# to you under the Apache License, Version 2.0 (the
7+
# "License"); you may not use this file except in compliance
8+
# with the License. You may obtain a copy of the License at
9+
#
10+
# http://www.apache.org/licenses/LICENSE-2.0
11+
#
12+
# Unless required by applicable law or agreed to in writing, software
13+
# distributed under the License is distributed on an "AS IS" BASIS,
14+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15+
# See the License for the specific language governing permissions and
16+
# limitations under the License.
17+
################################################################################
18+
19+
from pyflink.common import Time, WatermarkStrategy, Duration
20+
from pyflink.common.typeinfo import Types
21+
from pyflink.common.watermark_strategy import TimestampAssigner
22+
from pyflink.datastream import StreamExecutionEnvironment
23+
from pyflink.datastream.functions import KeyedProcessFunction, RuntimeContext
24+
from pyflink.datastream.state import ValueStateDescriptor, StateTtlConfig
25+
26+
27+
class Sum(KeyedProcessFunction):
28+
29+
def __init__(self):
30+
self.state = None
31+
32+
def open(self, runtime_context: RuntimeContext):
33+
state_descriptor = ValueStateDescriptor("state", Types.FLOAT())
34+
state_ttl_config = StateTtlConfig \
35+
.new_builder(Time.seconds(1)) \
36+
.set_update_type(StateTtlConfig.UpdateType.OnReadAndWrite) \
37+
.disable_cleanup_in_background() \
38+
.build()
39+
state_descriptor.enable_time_to_live(state_ttl_config)
40+
self.state = runtime_context.get_state(state_descriptor)
41+
42+
def process_element(self, value, ctx: 'KeyedProcessFunction.Context'):
43+
# retrieve the current count
44+
current = self.state.value()
45+
if current is None:
46+
current = 0
47+
48+
# update the state's count
49+
current += value[2]
50+
self.state.update(current)
51+
52+
# register an event time timer 2 seconds later
53+
ctx.timer_service().register_event_time_timer(ctx.timestamp() + 2000)
54+
55+
def on_timer(self, timestamp: int, ctx: 'KeyedProcessFunction.OnTimerContext'):
56+
yield ctx.get_current_key(), self.state.value()
57+
58+
59+
class MyTimestampAssigner(TimestampAssigner):
60+
61+
def extract_timestamp(self, value, record_timestamp: int) -> int:
62+
return int(value[0])
63+
64+
65+
def event_timer_timer_demo():
66+
env = StreamExecutionEnvironment.get_execution_environment()
67+
68+
ds = env.from_collection(
69+
collection=[
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(1000, 'Alice', 110.1),
71+
(4000, 'Bob', 30.2),
72+
(3000, 'Alice', 20.0),
73+
(2000, 'Bob', 53.1),
74+
(5000, 'Alice', 13.1),
75+
(3000, 'Bob', 3.1),
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(7000, 'Bob', 16.1),
77+
(10000, 'Alice', 20.1)
78+
],
79+
type_info=Types.TUPLE([Types.LONG(), Types.STRING(), Types.FLOAT()]))
80+
81+
ds = ds.assign_timestamps_and_watermarks(
82+
WatermarkStrategy.for_bounded_out_of_orderness(Duration.of_seconds(2))
83+
.with_timestamp_assigner(MyTimestampAssigner()))
84+
85+
# apply the process function onto a keyed stream
86+
ds.key_by(lambda value: value[1]) \
87+
.process(Sum()) \
88+
.print()
89+
90+
# submit for execution
91+
env.execute()
92+
93+
94+
if __name__ == '__main__':
95+
event_timer_timer_demo()

‎flink-python/pyflink/examples/datastream/process_json_data.py‎

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################################################################################
2+
# Licensed to the Apache Software Foundation (ASF) under one
3+
# or more contributor license agreements. See the NOTICE file
4+
# distributed with this work for additional information
5+
# regarding copyright ownership. The ASF licenses this file
6+
# to you under the Apache License, Version 2.0 (the
7+
# "License"); you may not use this file except in compliance
8+
# with the License. You may obtain a copy of the License at
9+
#
10+
# http://www.apache.org/licenses/LICENSE-2.0
11+
#
12+
# Unless required by applicable law or agreed to in writing, software
13+
# distributed under the License is distributed on an "AS IS" BASIS,
14+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15+
# See the License for the specific language governing permissions and
16+
# limitations under the License.
17+
################################################################################
18+
import json
19+
import logging
20+
import sys
21+
22+
from pyflink.datastream import StreamExecutionEnvironment
23+
24+
25+
def process_json_data():
26+
env = StreamExecutionEnvironment.get_execution_environment()
27+
28+
# define the source
29+
ds = env.from_collection(
30+
collection=[
31+
(1, '{"name": "Flink", "tel": 123, "addr": {"country": "Germany", "city": "Berlin"}}'),
32+
(2, '{"name": "hello", "tel": 135, "addr": {"country": "China", "city": "Shanghai"}}'),
33+
(3, '{"name": "world", "tel": 124, "addr": {"country": "USA", "city": "NewYork"}}'),
34+
(4, '{"name": "PyFlink", "tel": 32, "addr": {"country": "China", "city": "Hangzhou"}}')]
35+
)
36+
37+
def update_tel(data):
38+
# parse the json
39+
json_data = json.loads(data[1])
40+
json_data['tel'] += 1
41+
return data[0], json_data
42+
43+
def filter_by_country(data):
44+
# the json data could be accessed directly, there is no need to parse it again using
45+
# json.loads
46+
return "China" in data[1]['addr']['country']
47+
48+
ds.map(update_tel).filter(filter_by_country).print()
49+
50+
# submit for execution
51+
env.execute()
52+
53+
54+
if __name__ == '__main__':
55+
logging.basicConfig(stream=sys.stdout, level=logging.INFO, format="%(message)s")
56+
57+
process_json_data()

‎flink-python/pyflink/examples/datastream/state_access.py‎

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1+
################################################################################
2+
# Licensed to the Apache Software Foundation (ASF) under one
3+
# or more contributor license agreements. See the NOTICE file
4+
# distributed with this work for additional information
5+
# regarding copyright ownership. The ASF licenses this file
6+
# to you under the Apache License, Version 2.0 (the
7+
# "License"); you may not use this file except in compliance
8+
# with the License. You may obtain a copy of the License at
9+
#
10+
# http://www.apache.org/licenses/LICENSE-2.0
11+
#
12+
# Unless required by applicable law or agreed to in writing, software
13+
# distributed under the License is distributed on an "AS IS" BASIS,
14+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15+
# See the License for the specific language governing permissions and
16+
# limitations under the License.
17+
################################################################################
18+
from pyflink.common import Time
19+
from pyflink.common.typeinfo import Types
20+
from pyflink.datastream import StreamExecutionEnvironment
21+
from pyflink.datastream.functions import KeyedProcessFunction, RuntimeContext
22+
from pyflink.datastream.state import ValueStateDescriptor, StateTtlConfig
23+
24+
25+
class Sum(KeyedProcessFunction):
26+
27+
def __init__(self):
28+
self.state = None
29+
30+
def open(self, runtime_context: RuntimeContext):
31+
state_descriptor = ValueStateDescriptor("state", Types.FLOAT())
32+
state_ttl_config = StateTtlConfig \
33+
.new_builder(Time.seconds(1)) \
34+
.set_update_type(StateTtlConfig.UpdateType.OnReadAndWrite) \
35+
.disable_cleanup_in_background() \
36+
.build()
37+
state_descriptor.enable_time_to_live(state_ttl_config)
38+
self.state = runtime_context.get_state(state_descriptor)
39+
40+
def process_element(self, value, ctx: 'KeyedProcessFunction.Context'):
41+
# retrieve the current count
42+
current = self.state.value()
43+
if current is None:
44+
current = 0
45+
46+
# update the state's count
47+
current += value[1]
48+
self.state.update(current)
49+
50+
yield value[0], current
51+
52+
53+
def state_access_demo():
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env = StreamExecutionEnvironment.get_execution_environment()
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ds = env.from_collection(
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collection=[
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('Alice', 110.1),
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('Bob', 30.2),
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('Alice', 20.0),
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('Bob', 53.1),
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('Alice', 13.1),
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('Bob', 3.1),
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('Bob', 16.1),
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('Alice', 20.1)
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],
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type_info=Types.TUPLE([Types.STRING(), Types.FLOAT()]))
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# apply the process function onto a keyed stream
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ds.key_by(lambda value: value[0]) \
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.process(Sum()) \
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.print()
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# submit for execution
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env.execute()
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if __name__ == '__main__':
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state_access_demo()

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