From 4759b206fa3e315b13320ec124183b706b2bfee0 Mon Sep 17 00:00:00 2001
From: hrodmn <henry.rodman@gmail.com>
Date: Sat, 21 Dec 2024 06:47:20 -0600
Subject: [PATCH] finish time series limits implementation

---
 .../test_app/test_rasterio_statistics.yaml    | 290 +++++++++---------
 .../test_app/test_timeseries_statistics.yaml  | 150 ++++-----
 ...imeseries_statistics_image_size_limit.yaml | 163 ++++++++++
 .../test_timeseries_statistics_limit.yaml     | 163 ----------
 .../test_app/test_xarray_statistics.yaml      |  74 ++---
 .../test_get_assets[direct-s3].yaml           |  68 ++--
 .../test_get_assets[external-https].yaml      |  38 +--
 .../test_timeseries_query.yaml                | 246 +++++++--------
 tests/test_app.py                             |  43 ++-
 titiler/cmr/settings.py                       |   5 +-
 titiler/cmr/timeseries.py                     |  93 ++++--
 11 files changed, 700 insertions(+), 633 deletions(-)
 create mode 100644 tests/cassettes/test_app/test_timeseries_statistics_image_size_limit.yaml
 delete mode 100644 tests/cassettes/test_app/test_timeseries_statistics_limit.yaml

diff --git a/tests/cassettes/test_app/test_rasterio_statistics.yaml b/tests/cassettes/test_app/test_rasterio_statistics.yaml
index 629bcb7..4af0370 100644
--- a/tests/cassettes/test_app/test_rasterio_statistics.yaml
+++ b/tests/cassettes/test_app/test_rasterio_statistics.yaml
@@ -27,7 +27,7 @@ interactions:
       Content-Type:
       - application/json; charset=utf-8
       Date:
-      - Fri, 20 Dec 2024 20:40:59 GMT
+      - Sat, 21 Dec 2024 12:45:23 GMT
       ETag:
       - W/"546b23f0234c6e22cebb36b64330ef4d"
       Expires:
@@ -53,9 +53,9 @@ interactions:
       X-Permitted-Cross-Domain-Policies:
       - none
       X-Request-Id:
-      - 0a244a7d-ed43-4972-8938-f7a2e0f280fc
+      - 1be70951-173c-42b3-bef0-cb60eb7a957b
       X-Runtime:
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+      - '0.021896'
       X-XSS-Protection:
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     status:
@@ -87,7 +87,7 @@ interactions:
       Content-Type:
       - text/html; charset=utf-8
       Date:
-      - Fri, 20 Dec 2024 20:40:59 GMT
+      - Sat, 21 Dec 2024 12:45:23 GMT
       Location:
       - https://urs.earthdata.nasa.gov/home
       Referrer-Policy:
@@ -95,8 +95,8 @@ interactions:
       Server:
       - nginx/1.22.1
       Set-Cookie:
-      - _urs-gui_session=33f8bdb897eff1bb9abb4a060b418bd7; path=/; expires=Sat, 21
-        Dec 2024 20:40:59 GMT; HttpOnly
+      - _urs-gui_session=da448ca82f7d68d4b478f0bb8e71ab36; path=/; expires=Sun, 22
+        Dec 2024 12:45:23 GMT; HttpOnly
       Strict-Transport-Security:
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       Transfer-Encoding:
@@ -110,9 +110,9 @@ interactions:
       X-Permitted-Cross-Domain-Policies:
       - none
       X-Request-Id:
-      - e08c1aac-924e-4828-a3ae-08549e911a72
+      - 39b25e11-e8bb-47fc-a3f5-c356dfeebfbe
       X-Runtime:
-      - '0.007997'
+      - '0.015354'
       X-XSS-Protection:
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     status:
@@ -128,7 +128,7 @@ interactions:
       Connection:
       - keep-alive
       Cookie:
-      - _urs-gui_session=33f8bdb897eff1bb9abb4a060b418bd7
+      - _urs-gui_session=da448ca82f7d68d4b478f0bb8e71ab36
       User-Agent:
       - earthaccess v0.11.0
       authorization:
@@ -138,77 +138,77 @@ interactions:
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@@ -395,23 +395,23 @@ interactions:
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       CMR-Request-Id:
-      - 03e5fa44-556b-45a4-a3c4-13e4a78109ed
+      - b1ddc933-4a02-4808-bf2e-cd5fcbea7f41
       CMR-Search-After:
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       CMR-Took:
-      - '379'
+      - '1655'
       Connection:
       - keep-alive
       Content-Encoding:
       - gzip
       Content-MD5:
-      - eeb088088c72a1b83d284200cceeb650
+      - 9d1bd37b0b73f96379c09eb6944b3956
       Content-SHA1:
-      - 39e1388155969327b00c88fc09877354d8c3396a
+      - 4a0cd42cd1008c5935878ebca06449ebf69cadbf
       Content-Type:
       - application/vnd.nasa.cmr.umm_results+json;version=1.6.6; charset=utf-8
       Date:
-      - Fri, 20 Dec 2024 20:41:01 GMT
+      - Sat, 21 Dec 2024 12:45:27 GMT
       Server:
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       Strict-Transport-Security:
@@ -421,9 +421,9 @@ interactions:
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       - Accept-Encoding, User-Agent
       Via:
-      - 1.1 c77aeab3024e2cd98690f252e49562ac.cloudfront.net (CloudFront)
+      - 1.1 527b7205cd03db5d60e5a372d52951ee.cloudfront.net (CloudFront)
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       X-Request-Id:
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+      - GIwi26NYY76Dzueetx120mSVrIGOrTEf6kihjMdiLvLd6RDoqkMzpg==
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diff --git a/tests/cassettes/test_app/test_timeseries_statistics.yaml b/tests/cassettes/test_app/test_timeseries_statistics.yaml
index 512d214..ce6ce69 100644
--- a/tests/cassettes/test_app/test_timeseries_statistics.yaml
+++ b/tests/cassettes/test_app/test_timeseries_statistics.yaml
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new file mode 100644
index 0000000..c6b5437
--- /dev/null
+++ b/tests/cassettes/test_app/test_timeseries_statistics_image_size_limit.yaml
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+      Content-SHA1:
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+      Content-Type:
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+      Date:
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+      Server:
+      - ServerTokens ProductOnly
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
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+      Vary:
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+      Via:
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+      X-Amz-Cf-Id:
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+      X-Amz-Cf-Pop:
+      - MSP50-P2
+      X-Cache:
+      - Miss from cloudfront
+      X-Content-Type-Options:
+      - nosniff
+      X-Frame-Options:
+      - SAMEORIGIN
+      X-Request-Id:
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+      X-XSS-Protection:
+      - 1; mode=block
+    status:
+      code: 200
+      message: OK
+version: 1
diff --git a/tests/cassettes/test_app/test_timeseries_statistics_limit.yaml b/tests/cassettes/test_app/test_timeseries_statistics_limit.yaml
deleted file mode 100644
index a46e806..0000000
--- a/tests/cassettes/test_app/test_timeseries_statistics_limit.yaml
+++ /dev/null
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-    headers:
-      Accept:
-      - '*/*'
-      Accept-Encoding:
-      - gzip, deflate
-      Connection:
-      - keep-alive
-      User-Agent:
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-      Access-Control-Expose-Headers:
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-      CMR-Hits:
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-      CMR-Request-Id:
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-      CMR-Search-After:
-      - '[0.0,6000.0,"MUR-JPL-L4-GLOB-v4.1","4.1",1996881146,40]'
-      CMR-Took:
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-      Connection:
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-      Content-Encoding:
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-      Content-MD5:
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-      Content-SHA1:
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-      Content-Type:
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-      Date:
-      - Fri, 20 Dec 2024 21:52:55 GMT
-      Server:
-      - ServerTokens ProductOnly
-      Strict-Transport-Security:
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-      Transfer-Encoding:
-      - chunked
-      Vary:
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-      Via:
-      - 1.1 43d5c5ecf18f23d15311f4b123f7fa1e.cloudfront.net (CloudFront)
-      X-Amz-Cf-Id:
-      - Rr0AzywSGPJkRZd6htvJUR6F_u0HMydJp_GdebdMBq_xFrPqh85m9A==
-      X-Amz-Cf-Pop:
-      - MSP50-P2
-      X-Cache:
-      - Miss from cloudfront
-      X-Content-Type-Options:
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-      X-Frame-Options:
-      - SAMEORIGIN
-      X-Request-Id:
-      - Rr0AzywSGPJkRZd6htvJUR6F_u0HMydJp_GdebdMBq_xFrPqh85m9A==
-      X-XSS-Protection:
-      - 1; mode=block
-    status:
-      code: 200
-      message: OK
-version: 1
diff --git a/tests/cassettes/test_app/test_xarray_statistics.yaml b/tests/cassettes/test_app/test_xarray_statistics.yaml
index b86eff6..2ae92ad 100644
--- a/tests/cassettes/test_app/test_xarray_statistics.yaml
+++ b/tests/cassettes/test_app/test_xarray_statistics.yaml
@@ -17,7 +17,7 @@ interactions:
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     body:
       string: !!binary |
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+        H4sIAAAAAAAAAKtWysgsKVayMtRRKsnPzwYyTM10lDJLUnOBgtGxtQA20gOIIAAAAA==
     headers:
       Access-Control-Allow-Origin:
       - '*'
@@ -27,21 +27,21 @@ interactions:
       CMR-Hits:
       - '1'
       CMR-Request-Id:
-      - 0de7e4fa-888f-4326-81d0-3a6a763e73b6
+      - 29d5a2af-b631-476a-8c71-f300ea09217d
       CMR-Took:
-      - '94'
+      - '156'
       Connection:
       - keep-alive
       Content-Encoding:
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       Content-MD5:
-      - 910fff9fec06bcc2539acfe38edf18e0
+      - ead7abbd783f58e83ea63c3ec2b7d489
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+      - 217f43678601b016ddc6bc6d76937c98a645239f
       Content-Type:
       - application/vnd.nasa.cmr.umm_results+json;version=1.6.6; charset=utf-8
       Date:
-      - Fri, 20 Dec 2024 20:41:02 GMT
+      - Sat, 21 Dec 2024 12:45:28 GMT
       Server:
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       Strict-Transport-Security:
@@ -51,9 +51,9 @@ interactions:
       Vary:
       - Accept-Encoding, User-Agent
       Via:
-      - 1.1 735ddcca68d7fc25d4f56c0eafd34e64.cloudfront.net (CloudFront)
+      - 1.1 7f30a4c61fd2c4e27ee212f1195d6f3c.cloudfront.net (CloudFront)
       X-Amz-Cf-Id:
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diff --git a/tests/test_app.py b/tests/test_app.py
index 8369c8c..6dc100e 100644
--- a/tests/test_app.py
+++ b/tests/test_app.py
@@ -3,12 +3,14 @@
 import io
 import warnings
 from copy import deepcopy
+from datetime import datetime, timedelta
 from math import ceil
 from pathlib import Path
 from typing import Tuple
 
 import pytest
 from fastapi.testclient import TestClient
+from geojson_pydantic import Feature, Polygon
 from httpx import Response
 from PIL import Image
 from rasterio.errors import NotGeoreferencedWarning
@@ -474,12 +476,12 @@ def test_max_datetime(app, xarray_query_params) -> None:
 
 
 @pytest.mark.vcr
-def test_timeseries_statistics_limit(
+def test_timeseries_statistics_image_size_limit(
     app,
     global_bounds,
     global_geojson,
 ):
-    """Make sure statistics requests that are too large return a 400"""
+    """Make sure statistics requests for too large of an AOI return a 400"""
     minx, miny, maxx, maxy = global_bounds
     image_size = (maxx - minx) / 0.01 * (maxy - miny) / 0.01
     size_limit = 1.5e10
@@ -497,6 +499,43 @@ def test_timeseries_statistics_limit(
     )
 
     assert response.status_code == 400
+    assert "The AOI for this request is too large" in response.text
+
+
+def test_timeseries_statistics_request_size_limit(
+    app,
+):
+    """Make sure statistics requests for too large of an AOI x time points return a 400"""
+    minx, miny, maxx, maxy = -40, -40, 0, 0
+    image_size = (maxx - minx) / 0.01 * (maxy - miny) / 0.01
+    size_limit = 1.5e10
+    n_days = ceil(size_limit / image_size)
+
+    start_datetime = datetime(year=2011, month=1, day=1, hour=0, minute=0, second=1)
+    end_datetime = start_datetime + timedelta(days=n_days)
+
+    large_geojson = Feature(
+        type="Feature",
+        properties={},
+        geometry=Polygon.from_bounds(minx, miny, maxx, maxy),
+    ).model_dump(exclude_none=True)
+
+    response = app.post(
+        "/timeseries/statistics",
+        params={
+            "backend": "xarray",
+            "concept_id": "C1996881146-POCLOUD",
+            "variable": "analysed_sst",
+            "datetime": "/".join(
+                dt.isoformat() for dt in [start_datetime, end_datetime]
+            ),
+            "step": "P1D",
+        },
+        json=large_geojson,
+    )
+
+    assert response.status_code == 400
+    assert "This request is too large" in response.text
 
 
 @pytest.mark.vcr
diff --git a/titiler/cmr/settings.py b/titiler/cmr/settings.py
index f4be321..8081995 100644
--- a/titiler/cmr/settings.py
+++ b/titiler/cmr/settings.py
@@ -15,8 +15,9 @@ class ApiSettings(BaseSettings):
     cachecontrol: str = "public, max-age=3600"
     root_path: str = ""
     time_series_max_requests: int = 995
-    time_series_statistics_max_size: float = 1.5e10
-    time_series_image_max_size: float = 1e8
+    time_series_max_image_size: float = 5.6e7
+    time_series_statistics_max_total_size: float = 1.5e10
+    time_series_image_max_total_size: float = 1e8
     debug: bool = False
 
     model_config = {
diff --git a/titiler/cmr/timeseries.py b/titiler/cmr/timeseries.py
index 49483ba..f2b5a82 100644
--- a/titiler/cmr/timeseries.py
+++ b/titiler/cmr/timeseries.py
@@ -446,26 +446,39 @@ async def timeseries_geojson_statistics(
             process = psutil.Process(os.getpid())
             logging.info("Checking size of time series request")
 
-            # get bbox for geojson:
-            minx, miny, maxx, maxy = get_geojson_bounds(geojson)
-
-            request_size = calculate_time_series_request_size(
-                concept_id=request.query_params["concept_id"],
-                n_time_steps=len(query),
-                minx=minx,
-                miny=miny,
-                maxx=maxx,
-                maxy=maxy,
-                coord_crs=coord_crs,
-            )
-
-            if request_size > settings.time_series_statistics_max_size:
-                raise HTTPException(
-                    status_code=400,
-                    detail=f"This request is too large for the /timeseries/statistics endpoint for this dataset. "
-                    f"Try again with either a smaller AOI or fewer time steps than {len(query)}",
+            # check for unconstrained image reading operations
+            if reader_params.backend == "xarray" or (
+                not image_params.max_size
+                or not (image_params.height and image_params.width)
+            ):
+                # get bbox for geojson:
+                minx, miny, maxx, maxy = get_geojson_bounds(geojson)
+
+                request_size = calculate_time_series_request_size(
+                    concept_id=request.query_params["concept_id"],
+                    n_time_steps=len(query),
+                    minx=minx,
+                    miny=miny,
+                    maxx=maxx,
+                    maxy=maxy,
+                    coord_crs=coord_crs,
                 )
 
+                image_size = request_size / len(query)
+                if image_size > settings.time_series_max_image_size:
+                    raise HTTPException(
+                        status_code=400,
+                        detail="The AOI for this request is too large for the /statistics endpoint for this dataset. "
+                        "Try again with either a smaller AOI",
+                    )
+
+                if request_size > settings.time_series_statistics_max_total_size:
+                    raise HTTPException(
+                        status_code=400,
+                        detail=f"This request is too large for the /timeseries/statistics endpoint for this dataset. "
+                        f"Try again with either a smaller AOI or fewer time steps than {len(query)}",
+                    )
+
             logging.info(
                 f"Initial memory usage: {process.memory_info().rss / 1024 / 1024} MB"
             )
@@ -634,22 +647,36 @@ async def bbox_timeseries_image(
             start_time = time()
             process = psutil.Process(os.getpid())
 
-            request_size = calculate_time_series_request_size(
-                concept_id=request.query_params["concept_id"],
-                n_time_steps=len(query),
-                minx=minx,
-                miny=miny,
-                maxx=maxx,
-                maxy=maxy,
-                coord_crs=coord_crs,
-            )
-
-            if request_size > settings.time_series_image_max_size:
-                raise HTTPException(
-                    status_code=400,
-                    detail=f"This request is too large for the /timeseries/statistics endpoint for this dataset. "
-                    f"Try again with either a smaller AOI or fewer time steps than {len(query)}",
+            # check for unconstrained image reading operations
+            if reader_params.backend == "xarray" or (
+                not image_params.max_size
+                or not (image_params.height and image_params.width)
+            ):
+                request_size = calculate_time_series_request_size(
+                    concept_id=request.query_params["concept_id"],
+                    n_time_steps=len(query),
+                    minx=minx,
+                    miny=miny,
+                    maxx=maxx,
+                    maxy=maxy,
+                    coord_crs=coord_crs,
                 )
+
+                image_size = request_size / len(query)
+                if image_size > settings.time_series_max_image_size:
+                    raise HTTPException(
+                        status_code=400,
+                        detail="The AOI for this request is too large for the /bbox endpoint for this dataset. "
+                        "Try again with either a smaller AOI",
+                    )
+
+                if request_size > settings.time_series_image_max_total_size:
+                    raise HTTPException(
+                        status_code=400,
+                        detail=f"This request is too large for the /timeseries/bbox endpoint for this dataset. "
+                        f"Try again with either a smaller AOI or fewer time steps than {len(query)}",
+                    )
+
             logging.info(
                 f"Initial memory usage: {process.memory_info().rss / 1024 / 1024} MB"
             )