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The Ads Manager UI ("Format display options" / flexible media) lets you build a single ad that serves a 1:1 image to feed placements and a 9:16 image to stories/reels, while also carrying multiple primary texts, headlines and descriptions on that same ad. Screenshot below. I'm trying to reproduce that exact ad through the Python Business SDK and can't get the two features to coexist in one . Problem The two features work in isolation but not together: Multi-text alone works — an with / / + creates fine. Placement asset customization alone works — mapping placements to labeled images creates fine (single text). Combining them fails. Putting (per-placement 1:1 vs 9:16 images) and / / in the same errors with: Minimal repro (representative payload, ): What makes this confusing: when I inspect a live ad that was built the dual-ratio way in the UI, its API creative comes back with only a single in plus a text-only (, multiple bodies/titles/descriptions) and . So the per-placement 1:1 / 9:16 the UI clearly applies isn't represented in any of the standard creative fields the API returns, which makes it unclear whether this is authorable via the API at all, or whether the UI uses a path the public API/SDK doesn't expose. Impact Automation and agent-driven pipelines that build ads through the SDK can't reproduce Meta's own recommended/default ad setup (per-placement aspect ratios + multiple text options in one ad). It forces a manual Ads Manager step into an otherwise end-to-end automated flow, and the gap is growing now that "Format display options" is becoming the primary creative upload experience. Proposal / questions 1. Is combining (per-placement media) with multi-text in a single supported? If yes, what's the correct payload? (A working example in the docs/SDK would be hugely valuable.) 2. If not, is there another documented API path to author one ad with per-placement aspect ratios (1:1 feed, 9:16 story/reels) and multiple text variations? 3. If it's genuinely UI-only for now**, could the docs/SDK state that limitation explicitly, given the UI presents it as the default flow? Workaround today None fully via the SDK. The best available is: build the ad with multi-text + a single 1:1 image through the SDK, then add the 9:16 per-placement asset manually in Ads Manager (the "Format display options" crop-and-replace step). That breaks end-to-end automation. Environment SDK: 25.0.1 (Python Business SDK) Marketing API: Python: 3.13.2 OS: macOS (Apple Silicon)
is only used in function is_valid_country_code to validate that a code is a valid ISO-3166-1 two letter code. This logic was added in commit https://github.com/facebook/facebook-python-business-sdk/commit/a1589e7810f32e7962b27b82ffb49d0ef89f09e1. Depending on pycountry for this task is problematic as pycountry has a wheel size of 6.3MB and a size of 17MB uncompressed. This may not seem much but: it's a considerable size for docker images (~1/3 of python-slim) it contributes a sizable bandwidth for the Pypi servers. Based on the Pypy stats and assuming half the installs will also download pycountry, then it would be about 10TB/month. Note that Python has asked some projects to reduce the bandwidth generated. Note that most of the pycountry packages spaces come from the locales, which are unused in this project. So one alternative could be just to vendor the file https://github.com/pycountry/pycountry/blob/main/src/pycountry/databases/iso3166-1.json which has a size of only 42.3kB. However, given the use we could even go further and generate a set of all ISO codes, which has a size of 1495 bytes. To generate such list we could even use pycountry itself (as a dev dependency) by doing
Hello 😊 Description I am experiencing a persistent connection error when trying to remove users from a CustomAudience using the method. The error message is: This error consistently occurs when the batch size (the number of users in the users list) is 300 or more. When I use an identical call with a batch size of 250, the operation succeeds every time. Impact This limitation is a significant bottleneck for our use case. We need to remove large volumes of users from audiences (up to 4 million users at a time). With a maximum successful batch size of 250, an operation of this scale takes well over 24 hours to complete, which is not feasible for our daily data pipelines. We need to be able to send larger, more efficient batches (ideally 5,000-10,000 as documented for ) to complete the operation in a reasonable timeframe. I would be happy to hear any suggestions on how we might increase the batch size without running into this connection issue, or if there is any other method you recommend to help us speed up the removal of a large number of users. Simply increasing parallelism with the small 250-user batch size is not our ideal goal, especially since we are restricted in the number of parallel tasks we can run in our environment. Versions SDK Version: API Version: Thank you very much for looking into this! 🙂
Repository: facebook/facebook-python-business-sdk. Description: Python SDK for Meta Marketing APIs Stars: 1559, Forks: 669. Primary language: Python. Languages: Python (100%). Homepage: https://developers.facebook.com/docs/business-sdk Latest release: 25.0.2 (3w ago). Open PRs: 18, open issues: 41. Last activity: 1w ago. Community health: 75%. Top contributors: jingping2015, marksliva, satwikareddy3, stcheng, neilxchen, kongxinzhu, agriffis, neilsh, HeyMultiverse, archanl and others.