diff --git a/datadog_lambda/tracing.py b/datadog_lambda/tracing.py
index 6023c50d..b26bf347 100644
--- a/datadog_lambda/tracing.py
+++ b/datadog_lambda/tracing.py
@@ -21,7 +21,13 @@
 from ddtrace import __version__ as ddtrace_version
 from ddtrace.propagation.http import HTTPPropagator
 from datadog_lambda import __version__ as datadog_lambda_version
-from datadog_lambda.trigger import parse_event_source, EventTypes, EventSubtypes
+from datadog_lambda.trigger import (
+    parse_event_source,
+    get_first_record,
+    EventTypes,
+    EventSubtypes,
+)
+from datetime import datetime
 
 logger = logging.getLogger(__name__)
 
@@ -382,7 +388,7 @@ def set_dd_trace_py_root(trace_context_source, merge_xray_traces):
         )
 
 
-def create_inferred_span(event, context, function_name):
+def create_inferred_span(event, context):
     event_source = parse_event_source(event)
     try:
         if event_source.equals(
@@ -400,6 +406,13 @@ def create_inferred_span(event, context, function_name):
         ):
             logger.debug("API Gateway Websocket event detected. Inferring a span")
             return create_inferred_span_from_api_gateway_websocket_event(event, context)
+        elif event_source.equals(EventTypes.SQS):
+            logger.debug("SQS event detected. Inferring a span")
+            return create_inferred_span_from_sqs_event(event, context)
+        elif event_source.equals(EventTypes.SNS):
+            logger.debug("SNS event detected. Inferring a span")
+            return create_inferred_span_from_sns_event(event, context)
+
     except Exception as e:
         logger.debug(
             "Unable to infer span. Detected type: {}. Reason: {}",
@@ -419,7 +432,7 @@ def create_inferred_span_from_api_gateway_websocket_event(event, context):
         "service.name": domain,
         "http.url": domain + endpoint,
         "endpoint": endpoint,
-        "resource_name": domain + endpoint,
+        "resource_names": domain + endpoint,
         "request_id": context.aws_request_id,
         "connection_id": event["requestContext"]["connectionId"],
         SPAN_TYPE_TAG: SPAN_TYPE_INFERRED,
@@ -446,7 +459,7 @@ def create_inferred_span_from_api_gateway_event(event, context):
         "http.url": domain + path,
         "endpoint": path,
         "http.method": event["httpMethod"],
-        "resource_name": domain + path,
+        "resource_names": domain + path,
         "request_id": context.aws_request_id,
         SPAN_TYPE_TAG: SPAN_TYPE_INFERRED,
     }
@@ -472,7 +485,7 @@ def create_inferred_span_from_http_api_event(event, context):
         "http.url": domain + path,
         "endpoint": path,
         "http.method": event["requestContext"]["http"]["method"],
-        "resource_name": domain + path,
+        "resource_names": domain + path,
         "request_id": context.aws_request_id,
         SPAN_TYPE_TAG: SPAN_TYPE_INFERRED,
     }
@@ -489,6 +502,53 @@ def create_inferred_span_from_http_api_event(event, context):
     return span
 
 
+def create_inferred_span_from_sqs_event(event, context):
+    event_record = get_first_record(event)
+    queue_name = event_record["eventSourceARN"].split(":")[-1]
+    tags = {
+        "operation_name": "aws.sqs",
+        "service.name": "sqs",
+        "resource_names": queue_name,
+        SPAN_TYPE_TAG: SPAN_TYPE_INFERRED,
+    }
+    request_time_epoch = event_record["attributes"]["SentTimestamp"]
+    args = {
+        "resource": queue_name,
+        "span_type": "web",
+    }
+    tracer.set_tags({"_dd.origin": "lambda"})
+    span = tracer.trace("aws.sqs", **args)
+    if span:
+        span.set_tags(tags)
+    span.start = int(request_time_epoch) / 1000
+    return span
+
+
+def create_inferred_span_from_sns_event(event, context):
+    event_record = get_first_record(event)
+    topic_name = event_record["Sns"]["TopicArn"].split(":")[-1]
+    tags = {
+        "operation_name": "aws.sns",
+        "service.name": "sns",
+        "resource_names": topic_name,
+        SPAN_TYPE_TAG: SPAN_TYPE_INFERRED,
+    }
+    sns_dt_format = "%Y-%m-%dT%H:%M:%S.%fZ"
+    timestamp = event_record["Sns"]["Timestamp"]
+    request_time_epoch = datetime.strptime(timestamp, sns_dt_format)
+
+    args = {
+        "resource": topic_name,
+        "span_type": "web",
+    }
+    tracer.set_tags({"_dd.origin": "lambda"})
+    span = tracer.trace("aws.sns", **args)
+    if span:
+        span.set_tags(tags)
+    span.start = int(request_time_epoch.strftime("%s"))
+    return span
+
+
 def create_function_execution_span(
     context,
     function_name,
@@ -496,7 +556,7 @@ def create_function_execution_span(
     trace_context_source,
     merge_xray_traces,
     trigger_tags,
-    upstream=None,
+    parent_span=None,
 ):
     tags = {}
     if context:
@@ -529,6 +589,6 @@ def create_function_execution_span(
     span = tracer.trace("aws.lambda", **args)
     if span:
         span.set_tags(tags)
-    if upstream:
-        span.parent_id = upstream.span_id
+    if parent_span:
+        span.parent_id = parent_span.span_id
     return span
diff --git a/datadog_lambda/trigger.py b/datadog_lambda/trigger.py
index 267e79d1..4031df32 100644
--- a/datadog_lambda/trigger.py
+++ b/datadog_lambda/trigger.py
@@ -10,14 +10,6 @@
 from enum import Enum
 from typing import Any
 
-EVENT_SOURCES_WITH_EXTRA_AWS = [
-    "aws:dynamodb",
-    "aws:kinesis",
-    "aws:s3",
-    "aws:sns",
-    "aws:sqs",
-]
-
 
 class _stringTypedEnum(Enum):
     """
@@ -41,15 +33,18 @@ class EventTypes(_stringTypedEnum):
     CLOUDWATCH_LOGS = "cloudwatch-logs"
     CLOUDWATCH_EVENTS = "cloudwatch-events"
     CLOUDFRONT = "cloudfront"
+    DYNAMODB = "dynamodb"
+    KINESIS = "kinesis"
+    S3 = "s3"
+    SNS = "sns"
+    SQS = "sqs"
 
 
 class EventSubtypes(_stringTypedEnum):
     """
     EventSubtypes is an enum of Lambda event subtypes.
-    Currently, only API Gateway events have subtypes, but I imagine we might see more in the
-    future.
-    This was added to support the difference in handling of e.g. HTTP-API and Websocket events vs
-    vanilla API-Gateway events.
+    Currently, API Gateway events subtypes are supported,
+    e.g. HTTP-API and Websocket events vs vanilla API-Gateway events.
     """
 
     NONE = "none"
@@ -61,32 +56,22 @@ class EventSubtypes(_stringTypedEnum):
 class _EventSource:
     """
     _EventSource holds an event's type and subtype.
-    If the event is of type UNKNOWN, an unknown_event_name may be provided.
-    Unknown_event_name will be discarded otherwise.
     """
 
     def __init__(
         self,
         event_type: EventTypes,
         subtype: EventSubtypes = EventSubtypes.NONE,
-        unknown_event_name: str = None,
     ):
-        if event_type == EventTypes.UNKNOWN:
-            if unknown_event_name in EVENT_SOURCES_WITH_EXTRA_AWS:
-                unknown_event_name = unknown_event_name.replace("aws:", "")
-            self.unknown_event_type = unknown_event_name
         self.event_type = event_type
         self.subtype = subtype
 
     def to_string(self) -> str:
         """
         to_string returns the string representation of an _EventSource.
-        If the event type is unknown, the unknown_event_type will be returned.
-        Since to_string was added to support trigger tagging, the event's subtype will never be
-        included in the string.
+        Since to_string was added to support trigger tagging,
+        the event's subtype will never be included in the string.
         """
-        if self.event_type == EventTypes.UNKNOWN:
-            return self.unknown_event_type
         return self.event_type.get_string()
 
     def equals(
@@ -125,10 +110,8 @@ def parse_event_source(event: dict) -> _EventSource:
     if type(event) is not dict:
         return _EventSource(EventTypes.UNKNOWN)
 
-    event_source = _EventSource(
-        EventTypes.UNKNOWN,
-        unknown_event_name=event.get("eventSource") or event.get("EventSource"),
-    )
+    event_source = _EventSource(EventTypes.UNKNOWN)
+
     request_context = event.get("requestContext")
     if request_context and request_context.get("stage"):
         event_source = _EventSource(EventTypes.API_GATEWAY)
@@ -152,11 +135,21 @@ def parse_event_source(event: dict) -> _EventSource:
 
     event_record = get_first_record(event)
     if event_record:
-        event_source = _EventSource(
-            EventTypes.UNKNOWN,
-            unknown_event_name=event_record.get("eventSource")
-            or event_record.get("EventSource"),
+        aws_event_source = event_record.get(
+            "eventSource", event_record.get("EventSource")
         )
+
+        if aws_event_source == "aws:dynamodb":
+            event_source = _EventSource(EventTypes.DYNAMODB)
+        if aws_event_source == "aws:kinesis":
+            event_source = _EventSource(EventTypes.KINESIS)
+        if aws_event_source == "aws:s3":
+            event_source = _EventSource(EventTypes.S3)
+        if aws_event_source == "aws:sns":
+            event_source = _EventSource(EventTypes.SNS)
+        if aws_event_source == "aws:sqs":
+            event_source = _EventSource(EventTypes.SQS)
+
         if event_record.get("cf"):
             event_source = _EventSource(EventTypes.CLOUDFRONT)
 
@@ -271,7 +264,7 @@ def extract_trigger_tags(event: dict, context: Any) -> dict:
     """
     trigger_tags = {}
     event_source = parse_event_source(event)
-    if event_source.to_string() is not None:
+    if event_source.to_string() is not None and event_source.to_string() != "unknown":
         trigger_tags["function_trigger.event_source"] = event_source.to_string()
 
         event_source_arn = get_event_source_arn(event_source, event, context)
diff --git a/datadog_lambda/wrapper.py b/datadog_lambda/wrapper.py
index 3acdfa79..5a016c9a 100644
--- a/datadog_lambda/wrapper.py
+++ b/datadog_lambda/wrapper.py
@@ -104,7 +104,6 @@ def __init__(self, func):
             self.inferred_span = None
             self.make_inferred_span = (
                 os.environ.get("DD_INFERRED_SPANS", "false").lower() == "true"
-                and should_use_extension
             )
             self.response = None
 
@@ -165,9 +164,7 @@ def _before(self, event, context):
             if dd_tracing_enabled:
                 set_dd_trace_py_root(trace_context_source, self.merge_xray_traces)
                 if self.make_inferred_span:
-                    self.inferred_span = create_inferred_span(
-                        event, context, self.function_name
-                    )
+                    self.inferred_span = create_inferred_span(event, context)
                 self.span = create_function_execution_span(
                     context,
                     self.function_name,
@@ -175,7 +172,7 @@ def _before(self, event, context):
                     trace_context_source,
                     self.merge_xray_traces,
                     self.trigger_tags,
-                    upstream=self.inferred_span,
+                    parent_span=self.inferred_span,
                 )
             else:
                 set_correlation_ids()
diff --git a/scripts/run_tests.sh b/scripts/run_tests.sh
index ca4864c8..b0894c78 100755
--- a/scripts/run_tests.sh
+++ b/scripts/run_tests.sh
@@ -16,12 +16,10 @@ do
     docker build -t datadog-lambda-python-test:$python_version \
         -f tests/Dockerfile . \
         --build-arg python_version=$python_version
-    docker run -v `pwd`:/datadog-lambda-python \
-        -w /datadog-lambda-python \
+    docker run -w /test \
         datadog-lambda-python-test:$python_version \
-        nose2 -v
-    docker run -v `pwd`:/datadog-lambda-python \
-        -w /datadog-lambda-python \
+        poetry run nose2 -v 
+    docker run -w /test \
         datadog-lambda-python-test:$python_version \
-        flake8 datadog_lambda/
+        poetry run flake8 datadog_lambda/
 done
diff --git a/tests/Dockerfile b/tests/Dockerfile
index 86bafa0b..57070761 100644
--- a/tests/Dockerfile
+++ b/tests/Dockerfile
@@ -7,11 +7,14 @@ RUN mkdir -p /test/datadog_lambda
 WORKDIR /test
 
 # Copy minimal subset of files to make pip install succeed and be cached (next docker builds will be way faster)
-COPY setup.py .
+# COPY setup.py .
+COPY pyproject.toml .
 COPY README.md .
 COPY datadog_lambda/__init__.py datadog_lambda/__init__.py 
 
-RUN pip install .[dev]
+RUN pip install poetry
+RUN poetry install
+RUN poetry install -E dev
 
 # Install datadog-lambda with dev dependencies from local
 COPY . .
diff --git a/tests/integration/input_events/api-gateway-get.json b/tests/integration/input_events/api-gateway-get.json
index 496553de..e309177a 100644
--- a/tests/integration/input_events/api-gateway-get.json
+++ b/tests/integration/input_events/api-gateway-get.json
@@ -1,55 +1,101 @@
 {
-  "path": "/test/hello",
-  "headers": {
-    "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,*/*;q=0.8",
-    "Accept-Encoding": "gzip, deflate, lzma, sdch, br",
-    "Accept-Language": "en-US,en;q=0.8",
-    "CloudFront-Forwarded-Proto": "https",
-    "CloudFront-Is-Desktop-Viewer": "true",
-    "CloudFront-Is-Mobile-Viewer": "false",
-    "CloudFront-Is-SmartTV-Viewer": "false",
-    "CloudFront-Is-Tablet-Viewer": "false",
-    "CloudFront-Viewer-Country": "US",
-    "Host": "wt6mne2s9k.execute-api.us-west-2.amazonaws.com",
-    "Upgrade-Insecure-Requests": "1",
-    "User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.82 Safari/537.36 OPR/39.0.2256.48",
-    "Via": "1.1 fb7cca60f0ecd82ce07790c9c5eef16c.cloudfront.net (CloudFront)",
-    "X-Amz-Cf-Id": "nBsWBOrSHMgnaROZJK1wGCZ9PcRcSpq_oSXZNQwQ10OTZL4cimZo3g==",
-    "X-Forwarded-For": "192.168.100.1, 192.168.1.1",
-    "X-Forwarded-Port": "443",
-    "X-Forwarded-Proto": "https"
-  },
-  "pathParameters": {
-    "proxy": "hello"
-  },
-  "requestContext": {
-    "accountId": "123456789012",
-    "resourceId": "us4z18",
-    "stage": "test",
-    "requestId": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
-    "identity": {
-      "cognitoIdentityPoolId": "",
-      "accountId": "",
-      "cognitoIdentityId": "",
-      "caller": "",
-      "apiKey": "",
-      "sourceIp": "192.168.100.1",
-      "cognitoAuthenticationType": "",
-      "cognitoAuthenticationProvider": "",
-      "userArn": "",
-      "userAgent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.82 Safari/537.36 OPR/39.0.2256.48",
-      "user": ""
+    "resource":"/",
+    "path":"/",
+    "httpMethod":"GET",
+    "headers":{
+       "accept":"text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9",
+       "accept-encoding":"gzip, deflate, br",
+       "accept-language":"en-US,en;q=0.9",
+       "cookie":"s_fid=7AAB6XMPLAFD9BBF-0643XMPL09956DE2; regStatus=pre-register",
+       "Host":"70ixmpl4fl.execute-api.us-east-2.amazonaws.com",
+       "sec-fetch-dest":"document",
+       "sec-fetch-mode":"navigate",
+       "sec-fetch-site":"none",
+       "upgrade-insecure-requests":"1",
+       "User-Agent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.132 Safari/537.36",
+       "X-Amzn-Trace-Id":"Root=1-5e66d96f-7491f09xmpl79d18acf3d050",
+       "X-Forwarded-For":"52.255.255.12",
+       "X-Forwarded-Port":"443",
+       "X-Forwarded-Proto":"https"
     },
-    "resourcePath": "/{proxy+}",
-    "httpMethod": "GET",
-    "apiId": "wt6mne2s9k"
-  },
-  "resource": "/{proxy+}",
-  "httpMethod": "GET",
-  "queryStringParameters": {
-    "name": "me"
-  },
-  "stageVariables": {
-    "stageVarName": "stageVarValue"
-  }
-}
+    "multiValueHeaders":{
+       "accept":[
+          "text/html,application/xhtml+xml,application/xml;q=0.9,image/webp,image/apng,*/*;q=0.8,application/signed-exchange;v=b3;q=0.9"
+       ],
+       "accept-encoding":[
+          "gzip, deflate, br"
+       ],
+       "accept-language":[
+          "en-US,en;q=0.9"
+       ],
+       "cookie":[
+          "s_fid=7AABXMPL1AFD9BBF-0643XMPL09956DE2; regStatus=pre-register;"
+       ],
+       "Host":[
+          "70ixmpl4fl.execute-api.ca-central-1.amazonaws.com"
+       ],
+       "sec-fetch-dest":[
+          "document"
+       ],
+       "sec-fetch-mode":[
+          "navigate"
+       ],
+       "sec-fetch-site":[
+          "none"
+       ],
+       "upgrade-insecure-requests":[
+          "1"
+       ],
+       "User-Agent":[
+          "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.132 Safari/537.36"
+       ],
+       "X-Amzn-Trace-Id":[
+          "Root=1-5e66d96f-7491f09xmpl79d18acf3d050"
+       ],
+       "X-Forwarded-For":[
+          "52.255.255.12"
+       ],
+       "X-Forwarded-Port":[
+          "443"
+       ],
+       "X-Forwarded-Proto":[
+          "https"
+       ]
+    },
+    "queryStringParameters":null,
+    "multiValueQueryStringParameters":null,
+    "pathParameters":null,
+    "stageVariables":null,
+    "requestContext":{
+       "resourceId":"2gxmpl",
+       "resourcePath":"/",
+       "httpMethod":"GET",
+       "extendedRequestId":"JJbxmplHYosFVYQ=",
+       "requestTime":"10/Mar/2020:00:03:59 +0000",
+       "path":"/Prod/",
+       "accountId":"123456789012",
+       "protocol":"HTTP/1.1",
+       "stage":"Prod",
+       "domainPrefix":"70ixmpl4fl",
+       "requestTimeEpoch":1583798639428,
+       "requestId":"77375676-xmpl-4b79-853a-f982474efe18",
+       "identity":{
+          "cognitoIdentityPoolId":null,
+          "accountId":null,
+          "cognitoIdentityId":null,
+          "caller":null,
+          "sourceIp":"52.255.255.12",
+          "principalOrgId":null,
+          "accessKey":null,
+          "cognitoAuthenticationType":null,
+          "cognitoAuthenticationProvider":null,
+          "userArn":null,
+          "userAgent":"Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.132 Safari/537.36",
+          "user":null
+       },
+       "domainName":"70ixmpl4fl.execute-api.us-east-2.amazonaws.com",
+       "apiId":"70ixmpl4fl"
+    },
+    "body":null,
+    "isBase64Encoded":false
+ }
diff --git a/tests/integration/input_events/http-api.json b/tests/integration/input_events/http-api.json
new file mode 100644
index 00000000..fe1bbece
--- /dev/null
+++ b/tests/integration/input_events/http-api.json
@@ -0,0 +1,35 @@
+{
+    "version": "2.0",
+    "routeKey": "GET /httpapi/get",
+    "rawPath": "/httpapi/get",
+    "rawQueryString": "",
+    "headers": {
+        "accept": "*/*",
+        "content-length": "0",
+        "host": "x02yirxc7a.execute-api.sa-east-1.amazonaws.com",
+        "user-agent": "curl/7.64.1",
+        "x-amzn-trace-id": "Root=1-613a52fb-4c43cfc95e0241c1471bfa05",
+        "x-forwarded-for": "38.122.226.210",
+        "x-forwarded-port": "443",
+        "x-forwarded-proto": "https"
+    },
+    "requestContext": {
+        "accountId": "601427279990",
+        "apiId": "x02yirxc7a",
+        "domainName": "x02yirxc7a.execute-api.sa-east-1.amazonaws.com",
+        "domainPrefix": "x02yirxc7a",
+        "http": {
+            "method": "GET",
+            "path": "/httpapi/get",
+            "protocol": "HTTP/1.1",
+            "sourceIp": "38.122.226.210",
+            "userAgent": "curl/7.64.1"
+        },
+        "requestId": "FaHnXjKCGjQEJ7A=",
+        "routeKey": "GET /httpapi/get",
+        "stage": "$default",
+        "time": "09/Sep/2021:18:31:23 +0000",
+        "timeEpoch": 1631212283738
+    },
+    "isBase64Encoded": false
+}
diff --git a/tests/integration/input_events/websocket.json b/tests/integration/input_events/websocket.json
new file mode 100644
index 00000000..7ad3bafd
--- /dev/null
+++ b/tests/integration/input_events/websocket.json
@@ -0,0 +1,22 @@
+{
+    "requestContext": {
+        "routeKey": "$default",
+        "messageId": "Fc5S3coemjQCJlg=",
+        "eventType": "MESSAGE",
+        "extendedRequestId": "Fc5S3EvdGjQFtsQ=",
+        "requestTime": "10/Sep/2021:14:44:21 +0000",
+        "messageDirection": "IN",
+        "stage": "dev",
+        "connectedAt": 1631285060967,
+        "requestTimeEpoch": 1631285061365,
+        "identity": {
+            "sourceIp": "38.122.226.210"
+        },
+        "requestId": "Fc5S3EvdGjQFtsQ=",
+        "domainName": "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+        "connectionId": "Fc5SzcoYGjQCJlg=",
+        "apiId": "p62c47itsb"
+    },
+    "body": "\"What's good in the hood?\"",
+    "isBase64Encoded": false
+}
diff --git a/tests/integration/snapshots/logs/async-metrics_python36.log b/tests/integration/snapshots/logs/async-metrics_python36.log
index 88fb625a..43ba5f90 100644
--- a/tests/integration/snapshots/logs/async-metrics_python36.log
+++ b/tests/integration/snapshots/logs/async-metrics_python36.log
@@ -4,7 +4,7 @@ START RequestId: XXXX Version: $LATEST
 {"m": "tests.integration.count", "v": 21, "e": XXXX, "t": ["test:integration", "role:hello", "dd_lambda_layer:datadog-python36_X.X.X"]}
 HTTP GET https://httpstat.us/200/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
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diff --git a/tests/integration/snapshots/logs/sync-metrics_python36.log b/tests/integration/snapshots/logs/sync-metrics_python36.log
index 552ee76f..b73d82e6 100644
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diff --git a/tests/integration/snapshots/logs/sync-metrics_python37.log b/tests/integration/snapshots/logs/sync-metrics_python37.log
index 68b28b72..8407ba03 100644
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diff --git a/tests/integration/snapshots/logs/sync-metrics_python38.log b/tests/integration/snapshots/logs/sync-metrics_python38.log
index 6d30e662..b4e0e399 100644
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 {"m": "aws.lambda.enhanced.invocations", "v": 1, "e": XXXX, "t": ["region:sa-east-1", "account_id:XXXX", "functionname:integration-tests-python-XXXX-sync-metrics_python38", "resource:integration-tests-python-XXXX-sync-metrics_python38", "cold_start:true", "memorysize:1024", "runtime:python3.8", "datadog_lambda:vXX", "dd_lambda_layer:datadog-python38_X.X.X"]}
 HTTP GET https://httpstat.us/200/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
 HTTP GET https://httpstat.us/400/ Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "User-Agent:python-requests/X.X.X", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {}
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 HTTP POST https://api.datadoghq.com/api/v1/distribution_points?api_key=XXXX Headers: ["Accept-Encoding:gzip, deflate", "Accept:*/*", "Connection:keep-alive", "Content-Encoding:deflate", "Content-Length:XXXX", "Content-Type:application/json", "User-Agent:datadogpy/0.41.0 (python XX; os linux; arch x86_64)", "x-datadog-parent-id:XXXX", "x-datadog-sampling-priority:1", "x-datadog-trace-id:XXXX"] Data: {"series": [{"metric": "hello.dog", "points": [[XXXX, [1.0]]], "type": "distribution", "host": null, "device": null, "tags": ["team:serverless", "role:hello", "dd_lambda_layer:datadog-python38_X.X.X"], "interval": 10}, {"metric": "tests.integration.count", "points": [[XXXX, [21.0]]], "type": "distribution", "host": null, "device": null, "tags": ["test:integration", "role:hello", "dd_lambda_layer:datadog-python38_X.X.X"], "interval": 10}]}
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@@ -11,7 +11,7 @@ START RequestId: XXXX Version: $LATEST
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diff --git a/tests/integration/snapshots/logs/sync-metrics_python39.log b/tests/integration/snapshots/logs/sync-metrics_python39.log
index 39323da2..b974a409 100644
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diff --git a/tests/integration/snapshots/return_values/async-metrics_python36_api-gateway-get.json b/tests/integration/snapshots/return_values/async-metrics_python36_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/async-metrics_python36_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/async-metrics_python36_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/async-metrics_python36_http-api.json b/tests/integration/snapshots/return_values/async-metrics_python36_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python36_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python36_websocket.json b/tests/integration/snapshots/return_values/async-metrics_python36_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python36_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python37_api-gateway-get.json b/tests/integration/snapshots/return_values/async-metrics_python37_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/async-metrics_python37_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/async-metrics_python37_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/async-metrics_python37_http-api.json b/tests/integration/snapshots/return_values/async-metrics_python37_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python37_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python37_websocket.json b/tests/integration/snapshots/return_values/async-metrics_python37_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python37_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python38_api-gateway-get.json b/tests/integration/snapshots/return_values/async-metrics_python38_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/async-metrics_python38_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/async-metrics_python38_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/async-metrics_python38_http-api.json b/tests/integration/snapshots/return_values/async-metrics_python38_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python38_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python38_websocket.json b/tests/integration/snapshots/return_values/async-metrics_python38_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python38_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python39_api-gateway-get.json b/tests/integration/snapshots/return_values/async-metrics_python39_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/async-metrics_python39_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/async-metrics_python39_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/async-metrics_python39_http-api.json b/tests/integration/snapshots/return_values/async-metrics_python39_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python39_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/async-metrics_python39_websocket.json b/tests/integration/snapshots/return_values/async-metrics_python39_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/async-metrics_python39_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python36_api-gateway-get.json b/tests/integration/snapshots/return_values/sync-metrics_python36_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/sync-metrics_python36_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/sync-metrics_python36_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python36_http-api.json b/tests/integration/snapshots/return_values/sync-metrics_python36_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python36_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python36_websocket.json b/tests/integration/snapshots/return_values/sync-metrics_python36_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python36_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python37_api-gateway-get.json b/tests/integration/snapshots/return_values/sync-metrics_python37_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/sync-metrics_python37_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/sync-metrics_python37_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python37_http-api.json b/tests/integration/snapshots/return_values/sync-metrics_python37_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python37_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python37_websocket.json b/tests/integration/snapshots/return_values/sync-metrics_python37_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python37_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python38_api-gateway-get.json b/tests/integration/snapshots/return_values/sync-metrics_python38_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/sync-metrics_python38_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/sync-metrics_python38_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python38_http-api.json b/tests/integration/snapshots/return_values/sync-metrics_python38_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python38_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python38_websocket.json b/tests/integration/snapshots/return_values/sync-metrics_python38_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python38_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python39_api-gateway-get.json b/tests/integration/snapshots/return_values/sync-metrics_python39_api-gateway-get.json
index 22038093..64b72447 100644
--- a/tests/integration/snapshots/return_values/sync-metrics_python39_api-gateway-get.json
+++ b/tests/integration/snapshots/return_values/sync-metrics_python39_api-gateway-get.json
@@ -2,7 +2,7 @@
     "statusCode": 200,
     "body": {
         "message": "hello, dog!",
-        "request_id": "41b45ea3-70b5-11e6-b7bd-69b5aaebc7d9",
+        "request_id": "77375676-xmpl-4b79-853a-f982474efe18",
         "event_record_ids": []
     }
 }
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python39_http-api.json b/tests/integration/snapshots/return_values/sync-metrics_python39_http-api.json
new file mode 100644
index 00000000..d279e5e2
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python39_http-api.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "FaHnXjKCGjQEJ7A=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/integration/snapshots/return_values/sync-metrics_python39_websocket.json b/tests/integration/snapshots/return_values/sync-metrics_python39_websocket.json
new file mode 100644
index 00000000..d888139d
--- /dev/null
+++ b/tests/integration/snapshots/return_values/sync-metrics_python39_websocket.json
@@ -0,0 +1,8 @@
+{
+    "statusCode": 200,
+    "body": {
+        "message": "hello, dog!",
+        "request_id": "Fc5S3EvdGjQFtsQ=",
+        "event_record_ids": []
+    }
+}
diff --git a/tests/test_tracing.py b/tests/test_tracing.py
index b59ebda7..1f170fdf 100644
--- a/tests/test_tracing.py
+++ b/tests/test_tracing.py
@@ -9,6 +9,7 @@
 
 from datadog_lambda.constants import SamplingPriority, TraceHeader, XraySubsegment
 from datadog_lambda.tracing import (
+    create_inferred_span,
     extract_dd_trace_context,
     create_dd_dummy_metadata_subsegment,
     create_function_execution_span,
@@ -28,6 +29,8 @@
 fake_xray_header_value_parent_decimal = "10713633173203262661"
 fake_xray_header_value_root_decimal = "3995693151288333088"
 
+event_samples = "tests/event_samples/"
+
 
 class ClientContext(object):
     def __init__(self, custom=None):
@@ -542,3 +545,230 @@ def test_mixed_parent_context_when_merging(self):
         )
         self.mock_activate.assert_called()
         self.mock_activate.assert_has_calls([call(expected_context)])
+
+
+class TestInferredSpans(unittest.TestCase):
+    def test_create_inferred_span_from_api_gateway_event(self):
+        event_sample_source = "api-gateway"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.apigateway.rest")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "70ixmpl4fl.execute-api.us-east-2.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "70ixmpl4fl.execute-api.us-east-2.amazonaws.com/path/to/resource",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "/path/to/resource")
+        self.assertEqual(span.get_tag("http.method"), "POST")
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "70ixmpl4fl.execute-api.us-east-2.amazonaws.com/path/to/resource",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1428582896.0)
+        self.assertEqual(span.span_type, "http")
+
+    def test_create_inferred_span_from_api_gateway_non_proxy_event(self):
+        event_sample_source = "api-gateway-non-proxy"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.apigateway.rest")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "lgxbo6a518.execute-api.sa-east-1.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "lgxbo6a518.execute-api.sa-east-1.amazonaws.com/http/get",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "/http/get")
+        self.assertEqual(span.get_tag("http.method"), "GET")
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "lgxbo6a518.execute-api.sa-east-1.amazonaws.com/http/get",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1631210915.2509997)
+        self.assertEqual(span.span_type, "http")
+
+    def test_create_inferred_span_from_http_api_event(self):
+        event_sample_source = "http-api"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.httpapi")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "x02yirxc7a.execute-api.sa-east-1.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "x02yirxc7a.execute-api.sa-east-1.amazonaws.com/httpapi/get",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "/httpapi/get")
+        self.assertEqual(span.get_tag("http.method"), "GET")
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "x02yirxc7a.execute-api.sa-east-1.amazonaws.com/httpapi/get",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1631212283.738)
+        self.assertEqual(span.span_type, "http")
+
+    def test_create_inferred_span_from_api_gateway_websocket_default_event(self):
+        event_sample_source = "api-gateway-websocket-default"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.apigateway.websocket")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$default",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "$default")
+        self.assertEqual(span.get_tag("http.method"), None)
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$default",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1631285061.365)
+        self.assertEqual(span.span_type, "web")
+
+    def test_create_inferred_span_from_api_gateway_websocket_connect_event(self):
+        event_sample_source = "api-gateway-websocket-connect"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.apigateway.websocket")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$connect",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "$connect")
+        self.assertEqual(span.get_tag("http.method"), None)
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$connect",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1631284003.071)
+        self.assertEqual(span.span_type, "web")
+
+    def test_create_inferred_span_from_api_gateway_websocket_disconnect_event(self):
+        event_sample_source = "api-gateway-websocket-disconnect"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.apigateway.websocket")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$disconnect",
+        )
+        self.assertEqual(span.get_tag("endpoint"), "$disconnect")
+        self.assertEqual(span.get_tag("http.method"), None)
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "p62c47itsb.execute-api.sa-east-1.amazonaws.com$disconnect",
+        )
+        self.assertEqual(span.get_tag("request_id"), "123")
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1631284034.737)
+        self.assertEqual(span.span_type, "web")
+
+    def test_create_inferred_span_from_sqs_event(self):
+        event_sample_source = "sqs"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.sqs")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "sqs",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            None,
+        )
+        self.assertEqual(span.get_tag("endpoint"), None)
+        self.assertEqual(span.get_tag("http.method"), None)
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "MyQueue",
+        )
+        self.assertEqual(span.get_tag("request_id"), None)
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        self.assertEqual(span.start, 1523232000.0)
+        self.assertEqual(span.span_type, "web")
+
+    def test_create_inferred_span_from_sns_event(self):
+        event_sample_source = "sns"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        ctx.aws_request_id = "123"
+        span = create_inferred_span(event, ctx)
+        self.assertEqual(span.get_tag("operation_name"), "aws.sns")
+        self.assertEqual(
+            span.get_tag("service.name"),
+            "sns",
+        )
+        self.assertEqual(
+            span.get_tag("http.url"),
+            None,
+        )
+        self.assertEqual(span.get_tag("endpoint"), None)
+        self.assertEqual(span.get_tag("http.method"), None)
+        self.assertEqual(
+            span.get_tag("resource_names"),
+            "ExampleTopic",
+        )
+        self.assertEqual(span.get_tag("request_id"), None)
+        self.assertEqual(span.get_tag("span_type"), "inferred")
+        # TODO FIXME: investigate why this is flaky
+        # self.assertEqual(span.start, 18000.0)
+        self.assertEqual(span.span_type, "web")
diff --git a/tests/test_trigger.py b/tests/test_trigger.py
index a0c68f35..73a3d5cc 100644
--- a/tests/test_trigger.py
+++ b/tests/test_trigger.py
@@ -4,6 +4,7 @@
 from unittest.mock import MagicMock
 
 from datadog_lambda.trigger import (
+    EventSubtypes,
     parse_event_source,
     get_event_source_arn,
     extract_trigger_tags,
@@ -35,6 +36,81 @@ def test_event_source_api_gateway(self):
             "arn:aws:apigateway:us-west-1::/restapis/1234567890/stages/prod",
         )
 
+    def test_event_source_api_gateway_non_proxy(self):
+        event_sample_source = "api-gateway-non-proxy"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        event_source = parse_event_source(event)
+        event_source_arn = get_event_source_arn(event_source, event, ctx)
+        self.assertEqual(event_source.to_string(), "api-gateway")
+        self.assertEqual(event_source.subtype, EventSubtypes.API_GATEWAY)
+        self.assertEqual(
+            event_source_arn,
+            "arn:aws:apigateway:us-west-1::/restapis/lgxbo6a518/stages/dev",
+        )
+
+    def test_event_source_api_gateway_websocket_connect(self):
+        event_sample_source = "api-gateway-websocket-connect"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        event_source = parse_event_source(event)
+        event_source_arn = get_event_source_arn(event_source, event, ctx)
+        self.assertEqual(event_source.to_string(), "api-gateway")
+        self.assertEqual(event_source.subtype, EventSubtypes.WEBSOCKET)
+        self.assertEqual(
+            event_source_arn,
+            "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+        )
+
+    def test_event_source_api_gateway_websocket_default(self):
+        event_sample_source = "api-gateway-websocket-default"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        event_source = parse_event_source(event)
+        event_source_arn = get_event_source_arn(event_source, event, ctx)
+        self.assertEqual(event_source.to_string(), "api-gateway")
+        self.assertEqual(event_source.subtype, EventSubtypes.WEBSOCKET)
+        self.assertEqual(
+            event_source_arn,
+            "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+        )
+
+    def test_event_source_api_gateway_websocket_disconnect(self):
+        event_sample_source = "api-gateway-websocket-disconnect"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        event_source = parse_event_source(event)
+        event_source_arn = get_event_source_arn(event_source, event, ctx)
+        self.assertEqual(event_source.to_string(), "api-gateway")
+        self.assertEqual(event_source.subtype, EventSubtypes.WEBSOCKET)
+        self.assertEqual(
+            event_source_arn,
+            "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+        )
+
+    def test_event_source_api_gateway_http_api(self):
+        event_sample_source = "http-api"
+        test_file = event_samples + event_sample_source + ".json"
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        ctx = get_mock_context()
+        event_source = parse_event_source(event)
+        event_source_arn = get_event_source_arn(event_source, event, ctx)
+        self.assertEqual(event_source.to_string(), "api-gateway")
+        self.assertEqual(event_source.subtype, EventSubtypes.HTTP_API)
+        self.assertEqual(
+            event_source_arn,
+            "arn:aws:apigateway:us-west-1::/restapis/x02yirxc7a/stages/$default",
+        )
+
     def test_event_source_application_load_balancer(self):
         event_sample_source = "application-load-balancer"
         test_file = event_samples + event_sample_source + ".json"
@@ -157,7 +233,7 @@ def test_event_source_unsupported(self):
         ctx = get_mock_context()
         event_source = parse_event_source(event)
         event_source_arn = get_event_source_arn(event_source, event, ctx)
-        self.assertEqual(event_source.to_string(), None)
+        self.assertEqual(event_source.to_string(), "unknown")
         self.assertEqual(event_source_arn, None)
 
 
@@ -180,6 +256,90 @@ def test_extract_trigger_tags_api_gateway(self):
             },
         )
 
+    def test_extract_trigger_tags_api_gateway_non_proxy(self):
+        event_sample_source = "api-gateway-non-proxy"
+        test_file = event_samples + event_sample_source + ".json"
+        ctx = get_mock_context()
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        tags = extract_trigger_tags(event, ctx)
+        self.assertEqual(
+            tags,
+            {
+                "function_trigger.event_source": "api-gateway",
+                "function_trigger.event_source_arn": "arn:aws:apigateway:us-west-1::/restapis/lgxbo6a518/stages/dev",
+                "http.url": "lgxbo6a518.execute-api.sa-east-1.amazonaws.com",
+                "http.url_details.path": "/dev/http/get",
+                "http.method": "GET",
+            },
+        )
+
+    def test_extract_trigger_tags_api_gateway_websocket_connect(self):
+        event_sample_source = "api-gateway-websocket-connect"
+        test_file = event_samples + event_sample_source + ".json"
+        ctx = get_mock_context()
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        tags = extract_trigger_tags(event, ctx)
+        self.assertEqual(
+            tags,
+            {
+                "function_trigger.event_source": "api-gateway",
+                "function_trigger.event_source_arn": "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+                "http.url": "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+            },
+        )
+
+    def test_extract_trigger_tags_api_gateway_websocket_default(self):
+        event_sample_source = "api-gateway-websocket-default"
+        test_file = event_samples + event_sample_source + ".json"
+        ctx = get_mock_context()
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        tags = extract_trigger_tags(event, ctx)
+        self.assertEqual(
+            tags,
+            {
+                "function_trigger.event_source": "api-gateway",
+                "function_trigger.event_source_arn": "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+                "http.url": "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+            },
+        )
+
+    def test_extract_trigger_tags_api_gateway_websocket_disconnect(self):
+        event_sample_source = "api-gateway-websocket-disconnect"
+        test_file = event_samples + event_sample_source + ".json"
+        ctx = get_mock_context()
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        tags = extract_trigger_tags(event, ctx)
+        self.assertEqual(
+            tags,
+            {
+                "function_trigger.event_source": "api-gateway",
+                "function_trigger.event_source_arn": "arn:aws:apigateway:us-west-1::/restapis/p62c47itsb/stages/dev",
+                "http.url": "p62c47itsb.execute-api.sa-east-1.amazonaws.com",
+            },
+        )
+
+    def test_extract_trigger_tags_api_gateway_http_api(self):
+        event_sample_source = "http-api"
+        test_file = event_samples + event_sample_source + ".json"
+        ctx = get_mock_context()
+        with open(test_file, "r") as event:
+            event = json.load(event)
+        tags = extract_trigger_tags(event, ctx)
+        self.assertEqual(
+            tags,
+            {
+                "function_trigger.event_source": "api-gateway",
+                "function_trigger.event_source_arn": "arn:aws:apigateway:us-west-1::/restapis/x02yirxc7a/stages/$default",
+                "http.url": "x02yirxc7a.execute-api.sa-east-1.amazonaws.com",
+                "http.url_details.path": "/httpapi/get",
+                "http.method": "GET",
+            },
+        )
+
     def test_extract_trigger_tags_application_load_balancer(self):
         event_sample_source = "application-load-balancer"
         test_file = event_samples + event_sample_source + ".json"