Source Marketo: certify GA (#17445)

* Source Marketo: certify GA * source marketo: upd changelog * auto-bump connector version [ci skip] * #238 source marketo: do not use temp files to optimize memory consumption * auto-bump connector version [ci skip] Co-authored-by: Octavia Squidington III <octavia-squidington-iii@users.noreply.github.com>
airbytehq · Sep 30, 2022 · f2e0c71 · f2e0c71
1 parent facab0d
commit f2e0c71
Show file tree

Hide file tree

Showing 8 changed files with 94 additions and 19 deletions.
diff --git a/airbyte-config/init/src/main/resources/seed/source_definitions.yaml b/airbyte-config/init/src/main/resources/seed/source_definitions.yaml
@@ -614,11 +614,11 @@
 - name: Marketo
   sourceDefinitionId: 9e0556f4-69df-4522-a3fb-03264d36b348
   dockerRepository: airbyte/source-marketo
-  dockerImageTag: 0.1.9
+  dockerImageTag: 0.1.11
   documentationUrl: https://docs.airbyte.io/integrations/sources/marketo
   icon: marketo.svg
   sourceType: api
-  releaseStage: beta
+  releaseStage: generally_available
 - name: Metabase
   sourceDefinitionId: c7cb421b-942e-4468-99ee-e369bcabaec5
   dockerRepository: airbyte/source-metabase

diff --git a/airbyte-config/init/src/main/resources/seed/source_specs.yaml b/airbyte-config/init/src/main/resources/seed/source_specs.yaml
@@ -6046,7 +6046,7 @@
     supportsNormalization: false
     supportsDBT: false
     supported_destination_sync_modes: []
-- dockerImage: "airbyte/source-marketo:0.1.9"
+- dockerImage: "airbyte/source-marketo:0.1.11"
   spec:
     documentationUrl: "https://docs.airbyte.io/integrations/sources/marketo"
     connectionSpecification:

diff --git a/airbyte-integrations/connectors/source-marketo/Dockerfile b/airbyte-integrations/connectors/source-marketo/Dockerfile
@@ -34,5 +34,5 @@ COPY source_marketo ./source_marketo
 ENV AIRBYTE_ENTRYPOINT "python /airbyte/integration_code/main.py"
 ENTRYPOINT ["python", "/airbyte/integration_code/main.py"]
 
-LABEL io.airbyte.version=0.1.9
+LABEL io.airbyte.version=0.1.11
 LABEL io.airbyte.name=airbyte/source-marketo
diff --git a/airbyte-integrations/connectors/source-marketo/setup.py b/airbyte-integrations/connectors/source-marketo/setup.py
@@ -11,6 +11,7 @@
 
 TEST_REQUIREMENTS = [
     "pytest~=6.1",
+    "pytest-faker==2.0.0",
     "pytest-mock~=3.6.1",
     "requests-mock",
     "source-acceptance-test",

diff --git a/airbyte-integrations/connectors/source-marketo/source_marketo/source.py b/airbyte-integrations/connectors/source-marketo/source_marketo/source.py
@@ -4,7 +4,6 @@
 
 import csv
 import datetime
-import io
 import json
 from abc import ABC
 from time import sleep
@@ -228,8 +227,7 @@ def parse_response(self, response: requests.Response, **kwargs) -> Iterable[Mapp
         default_prop = {"type": ["null", "string"]}
         schema = self.get_json_schema()["properties"]
 
-        fp = io.StringIO(response.text)
-        reader = csv.DictReader(fp)
+        reader = csv.DictReader(response.iter_lines(chunk_size=1024, decode_unicode=True))
         for record in reader:
             new_record = {**record}
             attributes = json.loads(new_record.pop("attributes", "{}"))

diff --git a/airbyte-integrations/connectors/source-marketo/unit_tests/conftest.py b/airbyte-integrations/connectors/source-marketo/unit_tests/conftest.py
@@ -2,6 +2,10 @@
 # Copyright (c) 2022 Airbyte, Inc., all rights reserved.
 #
 
+import os.path
+import sys
+import time
+
 import pendulum
 import pytest
 from source_marketo.source import Activities, MarketoAuthenticator
@@ -60,3 +64,30 @@ def send_email_stream(config, activity):
     stream_name = f"activities_{activity['name']}"
     cls = type(stream_name, (Activities,), {"activity": activity})
     return cls(config)
+
+
+@pytest.fixture
+def file_generator(faker):
+    def _generator(min_size: int):
+        print(f"Generating a test file of {min_size // 1024 ** 2} MB, this could take some time")
+
+        def fake_records_gen():
+            new_line = "\n"
+            for i in range(1000):
+                yield f"{str(faker.random_int())},{faker.random_int()},{faker.date_of_birth()},{faker.random_int()}," f"{faker.random_int()},{faker.email()},{faker.postcode()}{new_line}"
+
+        size, records = 0, 0
+        path = os.path.realpath(str(time.time()))
+        with open(path, "w") as output:
+            output.write("marketoGUID,leadId,activityDate,activityTypeId,campaignId,primaryAttributeValueId,primaryAttributeValue\n")
+            while size < min_size:
+                frg = fake_records_gen()
+                print("Writing another 1000 records..")
+                for person in frg:
+                    output.write(person)
+                    records += 1
+                    size += sys.getsizeof(person)
+        print(f"Finished: {records} records written to {path}")
+        return path, records
+
+    return _generator
diff --git a/airbyte-integrations/connectors/source-marketo/unit_tests/test_source.py b/airbyte-integrations/connectors/source-marketo/unit_tests/test_source.py
@@ -3,6 +3,9 @@
 #
 
 import logging
+import os
+import tracemalloc
+from functools import partial
 from unittest.mock import ANY, Mock, patch
 
 import pytest
@@ -123,7 +126,47 @@ def test_activities_schema(activity, expected_schema, config):
     ),
 )
 def test_export_parse_response(send_email_stream, response_text, expected_records):
-    assert list(send_email_stream.parse_response(Mock(text=response_text))) == expected_records
+    def iter_lines(*args, **kwargs):
+        yield from response_text.splitlines()
+
+    assert list(send_email_stream.parse_response(Mock(iter_lines=iter_lines, request=Mock(url="/send_email/1")))) == expected_records
+
+
+def test_memory_usage(send_email_stream, file_generator):
+    min_file_size = 5 * (1024**2)  # 5 MB
+    big_file_path, records_generated = file_generator(min_size=min_file_size)
+    small_file_path, _ = file_generator(min_size=1)
+
+    def iter_lines(file_path="", **kwargs):
+        with open(file_path, "r") as file:
+            for line in file:
+                yield line
+
+    tracemalloc.start()
+    records = 0
+
+    for _ in send_email_stream.parse_response(
+        Mock(iter_lines=partial(iter_lines, file_path=big_file_path), request=Mock(url="/send_email/1"))
+    ):
+        records += 1
+    _, big_file_peak = tracemalloc.get_traced_memory()
+    assert records == records_generated
+
+    tracemalloc.reset_peak()
+    tracemalloc.clear_traces()
+
+    for _ in send_email_stream.parse_response(
+        Mock(iter_lines=partial(iter_lines, file_path=small_file_path), request=Mock(url="/send_email/1"))
+    ):
+        pass
+    _, small_file_peak = tracemalloc.get_traced_memory()
+
+    os.remove(big_file_path)
+    os.remove(small_file_path)
+    # First we run parse_response() on a large file and track how much memory was consumed.
+    # Then we do the same with a tiny file. The goal is not to load the whole file into memory when parsing the response,
+    # so we assert the memory consumed was almost the same for two runs. Allowed delta is 50 KB which is 1% of a big file size.
+    assert abs(big_file_peak - small_file_peak) < 50 * 1024
 
 
 @pytest.mark.parametrize(

diff --git a/docs/integrations/sources/marketo.md b/docs/integrations/sources/marketo.md
@@ -100,14 +100,16 @@ If the 50,000 limit is too stringent, contact Marketo support for a quota increa
 
 ## Changelog
 
-| Version | Date       | Pull Request                                             | Subject                                                                                       |
-|:--------|:-----------|:---------------------------------------------------------|:----------------------------------------------------------------------------------------------|
-| `0.1.9` | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream sate.                                                                   |
-| `0.1.7` | 2022-08-23 | [15817](https://github.com/airbytehq/airbyte/pull/15817) | Improved unit test coverage                                                                   |
-| `0.1.6` | 2022-08-21 | [15824](https://github.com/airbytehq/airbyte/pull/15824) | Fix semi incremental streams: do not ignore start date, make one api call instead of multiple |
-| `0.1.5` | 2022-08-16 | [15683](https://github.com/airbytehq/airbyte/pull/15683) | Retry failed creation of a job instead of skipping it                                         |
-| `0.1.4` | 2022-06-20 | [13930](https://github.com/airbytehq/airbyte/pull/13930) | Process failing creation of export jobs                                                       |
-| `0.1.3` | 2021-12-10 | [8429](https://github.com/airbytehq/airbyte/pull/8578)   | Updated titles and descriptions                                                               |
-| `0.1.2` | 2021-12-03 | [8483](https://github.com/airbytehq/airbyte/pull/8483)   | Improve field conversion to conform schema                                                    |
-| `0.1.1` | 2021-11-29 | [0000](https://github.com/airbytehq/airbyte/pull/0000)   | Fix timestamp value format issue                                                              |
-| `0.1.0` | 2021-09-06 | [5863](https://github.com/airbytehq/airbyte/pull/5863)   | Release Marketo CDK Connector                                                                 |
+| Version  | Date       | Pull Request                                             | Subject                                                                                       |
+|:---------|:-----------|:---------------------------------------------------------|:----------------------------------------------------------------------------------------------|
+| `0.1.11` | 2022-09-30 | [17445](https://github.com/airbytehq/airbyte/pull/17445) | Do not use temporary files for memory optimization                                            |
+| `0.1.10` | 2022-09-30 | [17445](https://github.com/airbytehq/airbyte/pull/17445) | Optimize memory consumption                                                                   |
+| `0.1.9`  | 2022-09-28 | [17304](https://github.com/airbytehq/airbyte/pull/17304) | Migrate to per-stream sate.                                                                   |
+| `0.1.7`  | 2022-08-23 | [15817](https://github.com/airbytehq/airbyte/pull/15817) | Improved unit test coverage                                                                   |
+| `0.1.6`  | 2022-08-21 | [15824](https://github.com/airbytehq/airbyte/pull/15824) | Fix semi incremental streams: do not ignore start date, make one api call instead of multiple |
+| `0.1.5`  | 2022-08-16 | [15683](https://github.com/airbytehq/airbyte/pull/15683) | Retry failed creation of a job instead of skipping it                                         |
+| `0.1.4`  | 2022-06-20 | [13930](https://github.com/airbytehq/airbyte/pull/13930) | Process failing creation of export jobs                                                       |
+| `0.1.3`  | 2021-12-10 | [8429](https://github.com/airbytehq/airbyte/pull/8578)   | Updated titles and descriptions                                                               |
+| `0.1.2`  | 2021-12-03 | [8483](https://github.com/airbytehq/airbyte/pull/8483)   | Improve field conversion to conform schema                                                    |
+| `0.1.1`  | 2021-11-29 | [0000](https://github.com/airbytehq/airbyte/pull/0000)   | Fix timestamp value format issue                                                              |
+| `0.1.0`  | 2021-09-06 | [5863](https://github.com/airbytehq/airbyte/pull/5863)   | Release Marketo CDK Connector                                                                 |