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How to use check_stream_state method in localstack

Best Python code snippet using localstack_python

streams.py

Source:streams.py

...292        start_time = dict(parse_qsl(urlparse(response.json().get(self.next_page_field), "").query)).get("start_time")293        if start_time != self.prev_start_time:294            self.prev_start_time = start_time295            return {self.cursor_field: int(start_time)}296    def check_stream_state(self, stream_state: Mapping[str, Any] = None):297        """298        Returns the state value, if exists. Otherwise, returns user defined `Start Date`.299        """300        state = stream_state.get(self.cursor_field) or self._start_date if stream_state else self._start_date301        return calendar.timegm(pendulum.parse(state).utctimetuple())302    def request_params(303        self, stream_state: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None, **kwargs304    ) -> MutableMapping[str, Any]:305        next_page_token = next_page_token or {}306        parsed_state = self.check_stream_state(stream_state)307        if self.cursor_field:308            params = {"start_time": next_page_token.get(self.cursor_field, parsed_state)}309        else:310            params = {"start_time": calendar.timegm(pendulum.parse(self._start_date).utctimetuple())}311        return params312class SourceZendeskIncrementalExportStream(SourceZendeskSupportCursorPaginationStream):313    """Incremental Export from Tickets stream:314    https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#incremental-ticket-export-time-based315    @ param response_list_name: the main nested entity to look at inside of response, default = response_list_name316    @ param sideload_param : parameter variable to include various information to response317        more info: https://developer.zendesk.com/documentation/ticketing/using-the-zendesk-api/side_loading/#supported-endpoints318    """319    response_list_name: str = None320    sideload_param: str = None321    @staticmethod322    def check_start_time_param(requested_start_time: int, value: int = 1):323        """324        Requesting tickets in the future is not allowed, hits 400 - bad request.325        We get current UNIX timestamp minus `value` from now(), default = 1 (minute).326        Returns: either close to now UNIX timestamp or previously requested UNIX timestamp.327        """328        now = calendar.timegm(pendulum.now().subtract(minutes=value).utctimetuple())329        return now if requested_start_time > now else requested_start_time330    def path(self, **kwargs) -> str:331        return f"incremental/{self.response_list_name}.json"332    def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:333        """334        Returns next_page_token based on `end_of_stream` parameter inside of response335        """336        next_page_token = super().next_page_token(response)337        return None if response.json().get(END_OF_STREAM_KEY, False) else next_page_token338    def request_params(339        self, stream_state: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None, **kwargs340    ) -> MutableMapping[str, Any]:341        params = super().request_params(stream_state, next_page_token, **kwargs)342        # check "start_time" is not in the future343        params["start_time"] = self.check_start_time_param(params["start_time"])344        if self.sideload_param:345            params["include"] = self.sideload_param346        return params347    def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapping]:348        for record in response.json().get(self.response_list_name, []):349            yield record350class SourceZendeskSupportTicketEventsExportStream(SourceZendeskIncrementalExportStream):351    """Incremental Export from TicketEvents stream:352    https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#incremental-ticket-event-export353    @ param response_list_name: the main nested entity to look at inside of response, default = "ticket_events"354    @ param response_target_entity: nested property inside of `response_list_name`, default = "child_events"355    @ param list_entities_from_event : the list of nested child_events entities to include from parent record356    @ param event_type : specific event_type to check ["Audit", "Change", "Comment", etc]357    """358    cursor_field = "created_at"359    response_list_name: str = "ticket_events"360    response_target_entity: str = "child_events"361    list_entities_from_event: List[str] = None362    event_type: str = None363    @property364    def update_event_from_record(self) -> bool:365        """Returns True/False based on list_entities_from_event property"""366        return True if len(self.list_entities_from_event) > 0 else False367    def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapping]:368        for record in super().parse_response(response, **kwargs):369            for event in record.get(self.response_target_entity, []):370                if event.get("event_type") == self.event_type:371                    if self.update_event_from_record:372                        for prop in self.list_entities_from_event:373                            event[prop] = record.get(prop)374                    yield event375class Users(SourceZendeskIncrementalExportStream):376    """Users stream: https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#incremental-user-export"""377    response_list_name: str = "users"378class Organizations(SourceZendeskSupportStream):379    """Organizations stream: https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/"""380class Tickets(SourceZendeskIncrementalExportStream):381    """Tickets stream: https://developer.zendesk.com/api-reference/ticketing/ticket-management/incremental_exports/#incremental-ticket-export-time-based"""382    response_list_name: str = "tickets"383    transformer: TypeTransformer = TypeTransformer(TransformConfig.DefaultSchemaNormalization)384class TicketComments(SourceZendeskSupportTicketEventsExportStream):385    """386    Fetch the TicketComments incrementaly from TicketEvents Export stream387    """388    list_entities_from_event = ["via_reference_id", "ticket_id", "timestamp"]389    sideload_param = "comment_events"390    event_type = "Comment"391class Groups(SourceZendeskSupportStream):392    """Groups stream: https://developer.zendesk.com/api-reference/ticketing/groups/groups/"""393class GroupMemberships(SourceZendeskSupportCursorPaginationStream):394    """GroupMemberships stream: https://developer.zendesk.com/api-reference/ticketing/groups/group_memberships/"""395    def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:396        next_page = self._parse_next_page_number(response)397        return next_page if next_page else None398    def request_params(399        self, stream_state: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None, **kwargs400    ) -> MutableMapping[str, Any]:401        params = {"page": 1, "per_page": self.page_size, "sort_by": "asc"}402        start_time = self.str2unixtime((stream_state or {}).get(self.cursor_field))403        params["start_time"] = start_time if start_time else self.str2unixtime(self._start_date)404        if next_page_token:405            params["page"] = next_page_token406        return params407class SatisfactionRatings(SourceZendeskSupportCursorPaginationStream):408    """409    SatisfactionRatings stream: https://developer.zendesk.com/api-reference/ticketing/ticket-management/satisfaction_ratings/410    """411    def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:412        next_page = self._parse_next_page_number(response)413        return next_page if next_page else None414    def request_params(415        self, stream_state: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None, **kwargs416    ) -> MutableMapping[str, Any]:417        params = {"page": 1, "per_page": self.page_size, "sort_by": "asc"}418        start_time = self.str2unixtime((stream_state or {}).get(self.cursor_field))419        params["start_time"] = start_time if start_time else self.str2unixtime(self._start_date)420        if next_page_token:421            params["page"] = next_page_token422        return params423class TicketFields(SourceZendeskSupportStream):424    """TicketFields stream: https://developer.zendesk.com/api-reference/ticketing/tickets/ticket_fields/"""425class TicketForms(SourceZendeskSupportCursorPaginationStream):426    """TicketForms stream: https://developer.zendesk.com/api-reference/ticketing/tickets/ticket_forms/"""427class TicketMetrics(SourceZendeskSupportCursorPaginationStream):428    """TicketMetric stream: https://developer.zendesk.com/api-reference/ticketing/tickets/ticket_metrics/"""429    def next_page_token(self, response: requests.Response) -> Optional[Mapping[str, Any]]:430        next_page = self._parse_next_page_number(response)431        return next_page if next_page else None432    def request_params(433        self, stream_state: Mapping[str, Any] = None, next_page_token: Mapping[str, Any] = None, **kwargs434    ) -> MutableMapping[str, Any]:435        params = {436            "start_time": self.check_stream_state(stream_state),437            "page": 1,438            "per_page": self.page_size,439        }440        if next_page_token:441            params["page"] = next_page_token442        return params443class TicketMetricEvents(SourceZendeskSupportCursorPaginationStream):444    """445    TicketMetricEvents stream: https://developer.zendesk.com/api-reference/ticketing/tickets/ticket_metric_events/446    """447    cursor_field = "time"448    def path(self, **kwargs):449        return "incremental/ticket_metric_events"450class Macros(SourceZendeskSupportStream):...

test_firehose.py

Source:test_firehose.py

...177                KinesisStreamSourceConfiguration=kinesis_stream_source_def,178                ElasticsearchDestinationConfiguration=elasticsearch_destination_configuration,179            )180            # wait for delivery stream to be ready181            def check_stream_state():182                stream = firehose_client.describe_delivery_stream(183                    DeliveryStreamName=delivery_stream_name184                )185                return stream["DeliveryStreamDescription"]["DeliveryStreamStatus"] == "ACTIVE"186            assert poll_condition(check_stream_state, 45, 1)187            # wait for ES cluster to be ready188            def check_domain_state():189                result = es_client.describe_elasticsearch_domain(DomainName=domain_name)190                return not result["DomainStatus"]["Processing"]191            assert poll_condition(check_domain_state, 30, 1)192            # put kinesis stream record193            kinesis_record = {"target": "hello"}194            kinesis_client.put_record(195                StreamName=stream_name, Data=to_bytes(json.dumps(kinesis_record)), PartitionKey="1"196            )197            firehose_record = {"target": "world"}198            firehose_client.put_record(199                DeliveryStreamName=delivery_stream_name,200                Record={"Data": to_bytes(json.dumps(firehose_record))},201            )202            def assert_elasticsearch_contents():203                response = requests.get(f"{es_url}/activity/_search")204                response_bod = response.json()205                assert "hits" in response_bod206                response_bod_hits = response_bod["hits"]207                assert "hits" in response_bod_hits208                result = response_bod_hits["hits"]209                assert len(result) == 2210                sources = [item["_source"] for item in result]211                assert firehose_record in sources212                assert kinesis_record in sources213            retry(assert_elasticsearch_contents)214            def assert_s3_contents():215                result = s3_client.list_objects(Bucket=s3_bucket)216                contents = []217                for o in result.get("Contents"):218                    data = s3_client.get_object(Bucket=s3_bucket, Key=o.get("Key"))219                    content = data["Body"].read()220                    contents.append(content)221                assert len(contents) == 2222                assert to_bytes(json.dumps(firehose_record)) in contents223                assert to_bytes(json.dumps(kinesis_record)) in contents224            retry(assert_s3_contents)225        finally:226            firehose_client.delete_delivery_stream(DeliveryStreamName=delivery_stream_name)227            es_client.delete_elasticsearch_domain(DomainName=domain_name)228    @pytest.mark.skip_offline229    @pytest.mark.parametrize("opensearch_endpoint_strategy", ["domain", "path"])230    def test_kinesis_firehose_opensearch_s3_backup(231        self,232        firehose_client,233        kinesis_client,234        opensearch_client,235        s3_client,236        s3_bucket,237        kinesis_create_stream,238        monkeypatch,239        opensearch_endpoint_strategy,240    ):241        domain_name = f"test-domain-{short_uid()}"242        stream_name = f"test-stream-{short_uid()}"243        role_arn = "arn:aws:iam::000000000000:role/Firehose-Role"244        delivery_stream_name = f"test-delivery-stream-{short_uid()}"245        monkeypatch.setattr(config, "OPENSEARCH_ENDPOINT_STRATEGY", opensearch_endpoint_strategy)246        try:247            opensearch_create_response = opensearch_client.create_domain(DomainName=domain_name)248            opensearch_url = f"http://{opensearch_create_response['DomainStatus']['Endpoint']}"249            opensearch_arn = opensearch_create_response["DomainStatus"]["ARN"]250            # create s3 backup bucket arn251            bucket_arn = aws_stack.s3_bucket_arn(s3_bucket)252            # create kinesis stream253            kinesis_create_stream(StreamName=stream_name, ShardCount=2)254            stream_arn = kinesis_client.describe_stream(StreamName=stream_name)[255                "StreamDescription"256            ]["StreamARN"]257            kinesis_stream_source_def = {258                "KinesisStreamARN": stream_arn,259                "RoleARN": role_arn,260            }261            opensearch_destination_configuration = {262                "RoleARN": role_arn,263                "DomainARN": opensearch_arn,264                "IndexName": "activity",265                "TypeName": "activity",266                "S3BackupMode": "AllDocuments",267                "S3Configuration": {268                    "RoleARN": role_arn,269                    "BucketARN": bucket_arn,270                },271            }272            firehose_client.create_delivery_stream(273                DeliveryStreamName=delivery_stream_name,274                DeliveryStreamType="KinesisStreamAsSource",275                KinesisStreamSourceConfiguration=kinesis_stream_source_def,276                AmazonopensearchserviceDestinationConfiguration=opensearch_destination_configuration,277            )278            # wait for delivery stream to be ready279            def check_stream_state():280                stream = firehose_client.describe_delivery_stream(281                    DeliveryStreamName=delivery_stream_name282                )283                return stream["DeliveryStreamDescription"]["DeliveryStreamStatus"] == "ACTIVE"284            assert poll_condition(check_stream_state, 30, 1)285            # wait for opensearch cluster to be ready286            def check_domain_state():287                result = opensearch_client.describe_domain(DomainName=domain_name)["DomainStatus"][288                    "Processing"289                ]290                return not result291            assert poll_condition(check_domain_state, 30, 1)292            # put kinesis stream record293            kinesis_record = {"target": "hello"}294            kinesis_client.put_record(295                StreamName=stream_name, Data=to_bytes(json.dumps(kinesis_record)), PartitionKey="1"296            )297            firehose_record = {"target": "world"}298            firehose_client.put_record(299                DeliveryStreamName=delivery_stream_name,300                Record={"Data": to_bytes(json.dumps(firehose_record))},301            )302            def assert_opensearch_contents():303                response = requests.get(f"{opensearch_url}/activity/_search")304                response_bod = response.json()305                assert "hits" in response_bod306                response_bod_hits = response_bod["hits"]307                assert "hits" in response_bod_hits308                result = response_bod_hits["hits"]309                assert len(result) == 2310                sources = [item["_source"] for item in result]311                assert firehose_record in sources312                assert kinesis_record in sources313            retry(assert_opensearch_contents)314            def assert_s3_contents():315                result = s3_client.list_objects(Bucket=s3_bucket)316                contents = []317                for o in result.get("Contents"):318                    data = s3_client.get_object(Bucket=s3_bucket, Key=o.get("Key"))319                    content = data["Body"].read()320                    contents.append(content)321                assert len(contents) == 2322                assert to_bytes(json.dumps(firehose_record)) in contents323                assert to_bytes(json.dumps(kinesis_record)) in contents324            retry(assert_s3_contents)325        finally:326            firehose_client.delete_delivery_stream(DeliveryStreamName=delivery_stream_name)327            opensearch_client.delete_domain(DomainName=domain_name)328    def test_delivery_stream_with_kinesis_as_source(329        self,330        firehose_client,331        kinesis_client,332        s3_client,333        s3_bucket,334        kinesis_create_stream,335        cleanups,336    ):337        bucket_arn = aws_stack.s3_bucket_arn(s3_bucket)338        stream_name = f"test-stream-{short_uid()}"339        log_group_name = f"group{short_uid()}"340        role_arn = "arn:aws:iam::000000000000:role/Firehose-Role"341        delivery_stream_name = f"test-delivery-stream-{short_uid()}"342        kinesis_create_stream(StreamName=stream_name, ShardCount=2)343        stream_arn = kinesis_client.describe_stream(StreamName=stream_name)["StreamDescription"][344            "StreamARN"345        ]346        response = firehose_client.create_delivery_stream(347            DeliveryStreamName=delivery_stream_name,348            DeliveryStreamType="KinesisStreamAsSource",349            KinesisStreamSourceConfiguration={350                "KinesisStreamARN": stream_arn,351                "RoleARN": role_arn,352            },353            ExtendedS3DestinationConfiguration={354                "BucketARN": bucket_arn,355                "RoleARN": role_arn,356                "BufferingHints": {"IntervalInSeconds": 60, "SizeInMBs": 64},357                "DynamicPartitioningConfiguration": {"Enabled": True},358                "ProcessingConfiguration": {359                    "Enabled": True,360                    "Processors": [361                        {362                            "Type": "MetadataExtraction",363                            "Parameters": [364                                {365                                    "ParameterName": "MetadataExtractionQuery",366                                    "ParameterValue": "{s3Prefix: .tableName}",367                                },368                                {"ParameterName": "JsonParsingEngine", "ParameterValue": "JQ-1.6"},369                            ],370                        },371                    ],372                },373                "DataFormatConversionConfiguration": {"Enabled": True},374                "CompressionFormat": "GZIP",375                "Prefix": "firehoseTest/!{partitionKeyFromQuery:s3Prefix}/!{partitionKeyFromLambda:companyId}/!{partitionKeyFromLambda:year}/!{partitionKeyFromLambda:month}/",376                "ErrorOutputPrefix": "firehoseTest-errors/!{firehose:error-output-type}/",377                "CloudWatchLoggingOptions": {378                    "Enabled": True,379                    "LogGroupName": log_group_name,380                },381            },382        )383        cleanups.append(384            lambda: firehose_client.delete_delivery_stream(DeliveryStreamName=delivery_stream_name)385        )386        assert response["ResponseMetadata"]["HTTPStatusCode"] == 200387        # make sure the stream will come up at some point, for cleaner cleanup388        def check_stream_state():389            stream = firehose_client.describe_delivery_stream(390                DeliveryStreamName=delivery_stream_name391            )392            return stream["DeliveryStreamDescription"]["DeliveryStreamStatus"] == "ACTIVE"...

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