From 9854ef74695e703554ef2f58b465616dbf44ba51 Mon Sep 17 00:00:00 2001 From: Vanessa Newey Date: Thu, 26 Mar 2026 01:57:27 +0000 Subject: [PATCH 1/9] Add qa_total_count_clear to the outputs Add qa_total_count_clear to the outputs Add some GDAL parameters to get around processes giving up to quickly when a scene is in cold storage. os.environ["GDAL_HTTP_TIMEOUT"] = "300" # default is 30s os.environ["GDAL_HTTP_MAX_RETRY"] = "10" # default is 0 os.environ["GDAL_HTTP_RETRY_DELAY"] = "5" # seconds between retries --- intertidal/composites.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/intertidal/composites.py b/intertidal/composites.py index f23eaca..2a96153 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -198,6 +198,9 @@ def tidal_composites( log.info(f"{run_id}: Loading red band to identify nodata pixels") nodata = satellite_ds.nbart_red.nodata nodata_array = (satellite_ds.nbart_red != nodata).compute() + + #calculate the total clear pixel count for each pixel + qa_total_count_clear = nodata_array.copy().sum(dim="time").astype("int16") # Mask tides to make nodata match satellite data array tides_highres = tides_highres.where(nodata_array) @@ -262,6 +265,9 @@ def tidal_composites( (ds_low_masked.nbart_red != nodata).sum(dim="time").astype("int16") ) + # Add the total count clear (Only add once) + ds_lowtide["qa_total_count_clear"] = qa_total_count_clear + # Add low and high tide thresholds to the output datasets ds_lowtide["qa_low_threshold"] = low_threshold ds_hightide["qa_high_threshold"] = high_threshold @@ -484,6 +490,11 @@ def tidal_composites_cli( # Record params in logs log.info(f"{run_id}: Using parameters {input_params}") + # This is to help when scenes need to be moved from s3 cold storage + os.environ["GDAL_HTTP_TIMEOUT"] = "300" # default is 30s + os.environ["GDAL_HTTP_MAX_RETRY"] = "10" # default is 0 + os.environ["GDAL_HTTP_RETRY_DELAY"] = "5" # seconds between retries + # Configure S3 configure_s3_access(cloud_defaults=True, aws_unsigned=aws_unsigned) @@ -593,6 +604,7 @@ def tidal_composites_cli( "qa_low_threshold": (np.float32, np.nan), "qa_high_threshold": (np.float32, np.nan), "qa_count_clear": (np.int16, -999), + "qa_total_count_clear": (np.int16, -999), } # Sets correct dtypes and nodata From 978c40cfa7c28c5f1e0a6a472f9933f5b005fa03 Mon Sep 17 00:00:00 2001 From: vnewey Date: Thu, 26 Mar 2026 02:14:38 +0000 Subject: [PATCH 2/9] Automatically update integration test validation results --- tests/README.md | 2 +- tests/validation.csv | 1 + tests/validation.jpg | Bin 76111 -> 76133 bytes 3 files changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/README.md b/tests/README.md index e6bddab..2f8fae4 100644 --- a/tests/README.md +++ b/tests/README.md @@ -10,7 +10,7 @@ Integration tests This directory contains tests that are run to verify that DEA Intertidal code runs correctly. The ``test_intertidal.py`` file runs a small-scale full workflow analysis over an intertidal flat in the Gulf of Carpentaria using the DEA Intertidal [Command Line Interface (CLI) tools](../notebooks/Intertidal_CLI.ipynb), and compares these results against a LiDAR validation DEM to produce some simple accuracy metrics. -The latest integration test completed at **2026-03-23 17:31**. Compared to the previous run, it had an: +The latest integration test completed at **2026-03-26 13:07**. Compared to the previous run, it had an: - RMSE accuracy of **0.14 m ( :heavy_minus_sign: no change)** - MAE accuracy of **0.12 m ( :heavy_minus_sign: no change)** - Bias of **0.12 m ( :heavy_minus_sign: no change)** diff --git a/tests/validation.csv b/tests/validation.csv index 366e0c5..7371036 100644 --- a/tests/validation.csv +++ b/tests/validation.csv @@ -143,3 +143,4 @@ time,Correlation,RMSE,MAE,R-squared,Bias,Regression slope 2026-03-19 02:11:55.124933+00:00,0.975,0.145,0.122,0.95,0.116,1.121 2026-03-19 03:33:01.026986+00:00,0.975,0.145,0.122,0.95,0.116,1.121 2026-03-23 06:31:50.184064+00:00,0.975,0.145,0.122,0.95,0.116,1.121 +2026-03-26 02:07:06.035294+00:00,0.975,0.145,0.122,0.95,0.116,1.121 diff --git a/tests/validation.jpg b/tests/validation.jpg index 3025a5ef89062393fb502ad005f330b8e46850ec..98f028393288ad3704877b9234b5683889b63442 100644 GIT binary patch delta 57226 zcmc$`Wl)^omoC}_2rj`Lf&_xQYZ5%TJ3)eU8h6QyB)E5g9}q0Kd*cw?wV@%n1-B+x z(98ecnW=MTPSyQ1b3W{s|dVLmu>(`?X 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zKbV)}*1{bPlt6A6&JUIF&>x5Tf_PUbRh^$@Uz09>M=>o@xEO$6glN=^$%B2fb%2M}X@r&A4oF{$)H zH?QB2zI8n4oV6l>0iPRx1o=W)lFfdxR!pjai$(oQKms8AQga ZT;V`B*UJDyz?rG Date: Thu, 26 Mar 2026 13:52:15 +1100 Subject: [PATCH 3/9] Update intertidal/composites.py --- intertidal/composites.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index 2a96153..02e9bc1 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -199,7 +199,7 @@ def tidal_composites( nodata = satellite_ds.nbart_red.nodata nodata_array = (satellite_ds.nbart_red != nodata).compute() - #calculate the total clear pixel count for each pixel + # Calculate the total clear pixel count for each pixel qa_total_count_clear = nodata_array.copy().sum(dim="time").astype("int16") # Mask tides to make nodata match satellite data array From 450d8bdcaca34998459bb9d8fe11fee1013884c8 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Thu, 26 Mar 2026 13:53:21 +1100 Subject: [PATCH 4/9] Update intertidal/composites.py --- intertidal/composites.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index 02e9bc1..b1cf79f 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -200,7 +200,7 @@ def tidal_composites( nodata_array = (satellite_ds.nbart_red != nodata).compute() # Calculate the total clear pixel count for each pixel - qa_total_count_clear = nodata_array.copy().sum(dim="time").astype("int16") + qa_total_count_clear = nodata_array.sum(dim="time").astype("int16") # Mask tides to make nodata match satellite data array tides_highres = tides_highres.where(nodata_array) From 53316de120460c5879e423e70dcc3a96c4025de6 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Thu, 26 Mar 2026 13:54:32 +1100 Subject: [PATCH 5/9] Update intertidal/composites.py --- intertidal/composites.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index b1cf79f..88bc706 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -490,7 +490,7 @@ def tidal_composites_cli( # Record params in logs log.info(f"{run_id}: Using parameters {input_params}") - # This is to help when scenes need to be moved from s3 cold storage + # This is to help reduce timeout issues when accessing data on S3 os.environ["GDAL_HTTP_TIMEOUT"] = "300" # default is 30s os.environ["GDAL_HTTP_MAX_RETRY"] = "10" # default is 0 os.environ["GDAL_HTTP_RETRY_DELAY"] = "5" # seconds between retries From 362c3c721a3f253e83615ae481e2a44b07f32f06 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Thu, 26 Mar 2026 13:54:45 +1100 Subject: [PATCH 6/9] Update intertidal/composites.py --- intertidal/composites.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index 88bc706..b7fbf4f 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -604,7 +604,7 @@ def tidal_composites_cli( "qa_low_threshold": (np.float32, np.nan), "qa_high_threshold": (np.float32, np.nan), "qa_count_clear": (np.int16, -999), - "qa_total_count_clear": (np.int16, -999), + "qa_count_clear_total": (np.int16, -999), } # Sets correct dtypes and nodata From 1409c2675704e2e41e513f7fda3110aa781f7590 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Thu, 26 Mar 2026 13:55:04 +1100 Subject: [PATCH 7/9] Update intertidal/composites.py --- intertidal/composites.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index b7fbf4f..6114eb2 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -266,7 +266,7 @@ def tidal_composites( ) # Add the total count clear (Only add once) - ds_lowtide["qa_total_count_clear"] = qa_total_count_clear + ds_lowtide["qa_count_clear_total"] = qa_count_clear_total # Add low and high tide thresholds to the output datasets ds_lowtide["qa_low_threshold"] = low_threshold From 8d0980f0901058aec464892e3631887937043141 Mon Sep 17 00:00:00 2001 From: Robbi Bishop-Taylor Date: Thu, 26 Mar 2026 13:58:47 +1100 Subject: [PATCH 8/9] Refactor variable name and improve S3 config comments Updated variable name for clarity and adjusted comments for S3 configuration. --- intertidal/composites.py | 13 ++++++------- 1 file changed, 6 insertions(+), 7 deletions(-) diff --git a/intertidal/composites.py b/intertidal/composites.py index 6114eb2..197e03b 100644 --- a/intertidal/composites.py +++ b/intertidal/composites.py @@ -200,7 +200,7 @@ def tidal_composites( nodata_array = (satellite_ds.nbart_red != nodata).compute() # Calculate the total clear pixel count for each pixel - qa_total_count_clear = nodata_array.sum(dim="time").astype("int16") + qa_count_clear_total = nodata_array.sum(dim="time").astype("int16") # Mask tides to make nodata match satellite data array tides_highres = tides_highres.where(nodata_array) @@ -490,13 +490,12 @@ def tidal_composites_cli( # Record params in logs log.info(f"{run_id}: Using parameters {input_params}") - # This is to help reduce timeout issues when accessing data on S3 - os.environ["GDAL_HTTP_TIMEOUT"] = "300" # default is 30s - os.environ["GDAL_HTTP_MAX_RETRY"] = "10" # default is 0 - os.environ["GDAL_HTTP_RETRY_DELAY"] = "5" # seconds between retries - - # Configure S3 + # Configure S3, adding additional GDAL env vars to reduce + # timeout issues when accessing data on S3 + # TODO: pass these directly into `configure_s3_access` configure_s3_access(cloud_defaults=True, aws_unsigned=aws_unsigned) + os.environ["GDAL_HTTP_TIMEOUT"] = "300" # default is 30s + os.environ["GDAL_HTTP_RETRY_DELAY"] = "5" # seconds between retries if process_tile: try: From e4691d7df582287e51470f692166e49aea9799d1 Mon Sep 17 00:00:00 2001 From: robbibt Date: Thu, 26 Mar 2026 03:14:02 +0000 Subject: [PATCH 9/9] Automatically update integration test validation results --- tests/README.md | 2 +- tests/validation.csv | 1 + tests/validation.jpg | Bin 76133 -> 76225 bytes 3 files changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/README.md b/tests/README.md index 2f8fae4..da1e03a 100644 --- a/tests/README.md +++ b/tests/README.md @@ -10,7 +10,7 @@ Integration tests This directory contains tests that are run to verify that DEA Intertidal code runs correctly. The ``test_intertidal.py`` file runs a small-scale full workflow analysis over an intertidal flat in the Gulf of Carpentaria using the DEA Intertidal [Command Line Interface (CLI) tools](../notebooks/Intertidal_CLI.ipynb), and compares these results against a LiDAR validation DEM to produce some simple accuracy metrics. -The latest integration test completed at **2026-03-26 13:07**. Compared to the previous run, it had an: +The latest integration test completed at **2026-03-26 14:06**. Compared to the previous run, it had an: - RMSE accuracy of **0.14 m ( :heavy_minus_sign: no change)** - MAE accuracy of **0.12 m ( :heavy_minus_sign: no change)** - Bias of **0.12 m ( :heavy_minus_sign: no change)** diff --git a/tests/validation.csv b/tests/validation.csv index 7371036..6d52324 100644 --- a/tests/validation.csv +++ b/tests/validation.csv @@ -144,3 +144,4 @@ time,Correlation,RMSE,MAE,R-squared,Bias,Regression slope 2026-03-19 03:33:01.026986+00:00,0.975,0.145,0.122,0.95,0.116,1.121 2026-03-23 06:31:50.184064+00:00,0.975,0.145,0.122,0.95,0.116,1.121 2026-03-26 02:07:06.035294+00:00,0.975,0.145,0.122,0.95,0.116,1.121 +2026-03-26 03:06:30.485318+00:00,0.975,0.145,0.122,0.95,0.116,1.121 diff --git a/tests/validation.jpg b/tests/validation.jpg index 98f028393288ad3704877b9234b5683889b63442..af9bc5e0e60c208a6d5643ebca3386523b2e8bde 100644 GIT binary patch delta 57788 zcmc$_Ra9J2v?W?dfCMMFhk`(GcMYBj8e9`3xVs)CxKjZV++6|`?ry=oaCd@3g1x%k zPrBc@Z;bcTw?Fnr)sel{Is2?N*PLtbOrds7qyDFn7VgRn6Ge3LVX>P#xiP~zwytVT)rn%( zS>aFg`~NrswEL2y9V+ZGVn-z{ANJ^@eS2tq%T=h5vT?>D&$I6Ip4iVGn#FFTT`@83 zUTcAefz-*R-{0^s*fFVlDL;Fhav3uAazvb0qG5qrrv_RvU(RD)wF z8c9*1he-Px+Ar5R2t3P-o3rk}QXxYKMFHYN>8PCHlW(u+BEk~QCBF&LhFC@0oj){k|>cwkN$ zcxiVnM$!$h4`b!n*vb5SsozUZ1a%Jhu!Vlw*mVU4+I-sc@(-F@k+D@&U~M7F8&tnp z=z@47FF0GocWYcYuSB1heN_+CbFuw-?H^8q}w3WFZwi1i`R8XHm zt{#7Y$Xg0r?0r3hC;zNmt9mFf4)M{5>EL|9@F&z2TiHeIDXehiqt_)PEN1Bv%!{-s z++Ow!dZ~T9=25~QVPVS9wjfy_ZyQH#P3%h3{nFlPnf%H)guElH4j28v9d0leSFE=n znG!{SM8`jYb1EiPxvZ-fB~cw^=|56yk+1{Ar1|k*4b*8)yJAzwdC@?oSXqr!QDbau z6G%`B-2+oW8{%TX5KHSbs45(|;xZV2VC}%N%0jifN+_0hDOJq(i`J7X_#q+>JKX|d zZExRHS#?a?y6J1x&Dd7_VfzvEr7^^z!&cxo7~l z8aY6eS_%0X)bk9grMj@@66G;6mUpcd?4cuxk(0MQ8Q)UBqwDG9JRoOyyp3~%*uCeX ztkK0>uLcKaq`CX8az)QiX#aCdF0q_T4asQRsm0Ty2v3%wr;IK^bt_L;H^xB5II9fB z*avDipFx|JDE;j`)+yp|?&9)2EdZ72-PzY4kvBJoQ9_f_utw4;eFI#AWBO}9pHmm* z_}c$EXD{1W%EHyRK4vQl^;oXN(D;g7=ZS8LAG>;eB`W+DYF9E+(p9i1Tl@hd@qlg8 z+|en$kxUHTf2KJzqQFLx+`8F3>0iI1Y;%L|``0ruotpt1+QAQRpFxR5=jgyw^Y}9; z58k$pg@u#!ep-6Umc5d_{Hle;CN1&frL=wcMWV9@9{2L)D9HEm3@SbK$Di>c(L1WjKVMgmp5piAi)}1plDlX6+b8MWa-c zIyUg3x~?uu+!jwim;NWI$aesXGFGUB^(ux(x!Q(;N_c8+vbGt6RwH_^QUl9Hl3HYA z4_L(_7z5RGK>eNL2MLW554r&!NGsHM-W0_d(ODXArB~OrA;Dpg?u<*cL=9 zL%}wP9>cK3RZQ@vs*Lv!&VH)sAMu}g2REM-T8tnz8ZkdC1Q{d;N96&DkXA7_PX~5h zDt4P(=dX!l{LX$J_^F`3h*u^1D{B226lm9XyOc-3J>ZO2cz5Q0wj9llE}nGw48rpj zD6o14y}EAXU3ojlLDzeHk*(UvAvDI*IW#`kg8BGbarR3nl{}=THS+b3#LX3Y4KZ=m z&aJbu-=&9|0p?&-{CGeX9xYTPqV^C~pWfiKU-(dt%7^b06S+vh@A_)E$q(V!

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