Cannot fix 'CRS is invalid: None'

[Wrufesh]

Hi,
I am playing with TiTiler since couple of days.

My sample dataset is located at : https://testwithfastapi.s3.amazonaws.com/band_22.tif
It is a cog with several overviews.

I am using docker compose script from the project and
TiTiler service is running on: http://localhost:8001

I am trying to visualize my dataset with /cog/map and my url with query params is as follow:

http://localhost:8001/cog/map?tileMatrixSetId=WorldCRS84Quad&tile_scale=1&url=https%3A%2F%2Ftestwithfastapi.s3.amazonaws.com%2Fband_22.tif&unscale=false&resampling=nearest&colormap_name=terrain&return_mask=true

I manage to get the screen with empty container with some overlays (screenshots attached).

Xhr requests made in background returns 500 error with the following traceback:

172.18.0.1:55444 - "GET /cog/tiles/WorldCRS84Quad/0/2/0%401x?url=https%3A%2F%2Ftestwithfastapi.s3.amazonaws.com%2Fband_22.tif&unscale=false&resampling=nearest&colormap_name=terrain&return_mask=true HTTP/1.1" 500
titiler-titiler-1  | [2023-08-29 17:26:15 +0000] [33359] [ERROR] Exception in ASGI application
titiler-titiler-1  | Traceback (most recent call last):
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/rio_tiler/io/base.py", line 93, in tile_exists
titiler-titiler-1  |     tile_bounds = transform_bounds(
titiler-titiler-1  |                   ^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/rasterio/warp.py", line 148, in transform_bounds
titiler-titiler-1  |     dst_crs = CRS.from_user_input(dst_crs)
titiler-titiler-1  |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "rasterio/crs.pyx", line 783, in rasterio.crs.CRS.from_user_input
titiler-titiler-1  | rasterio.errors.CRSError: CRS is invalid: None
titiler-titiler-1  |
titiler-titiler-1  | During handling of the above exception, another exception occurred:
titiler-titiler-1  |
titiler-titiler-1  | Traceback (most recent call last):
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/uvicorn/protocols/http/httptools_impl.py", line 419, in run_asgi
titiler-titiler-1  |     result = await app(  # type: ignore[func-returns-value]
titiler-titiler-1  |              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 78, in __call__
titiler-titiler-1  |     return await self.app(scope, receive, send)
titiler-titiler-1  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/fastapi/applications.py", line 292, in __call__
titiler-titiler-1  |     await super().__call__(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/applications.py", line 122, in __call__
titiler-titiler-1  |     await self.middleware_stack(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/middleware/errors.py", line 184, in __call__
titiler-titiler-1  |     raise exc
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/middleware/errors.py", line 162, in __call__
titiler-titiler-1  |     await self.app(scope, receive, _send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/titiler/core/middleware.py", line 63, in __call__
titiler-titiler-1  |     await self.app(scope, receive, send_wrapper)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette_cramjam/middleware.py", line 112, in __call__
titiler-titiler-1  |     await responder(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette_cramjam/middleware.py", line 142, in __call__
titiler-titiler-1  |     await self.app(scope, receive, self.send_with_compression)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/middleware/cors.py", line 83, in __call__
titiler-titiler-1  |     await self.app(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 79, in __call__
titiler-titiler-1  |     raise exc
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 68, in __call__
titiler-titiler-1  |     await self.app(scope, receive, sender)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/fastapi/middleware/asyncexitstack.py", line 20, in __call__
titiler-titiler-1  |     raise e
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/fastapi/middleware/asyncexitstack.py", line 17, in __call__
titiler-titiler-1  |     await self.app(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/routing.py", line 718, in __call__
titiler-titiler-1  |     await route.handle(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/routing.py", line 276, in handle
titiler-titiler-1  |     await self.app(scope, receive, send)
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/routing.py", line 66, in app
titiler-titiler-1  |     response = await func(request)
titiler-titiler-1  |                ^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/fastapi/routing.py", line 273, in app
titiler-titiler-1  |     raw_response = await run_endpoint_function(
titiler-titiler-1  |                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/fastapi/routing.py", line 192, in run_endpoint_function
titiler-titiler-1  |     return await run_in_threadpool(dependant.call, **values)
titiler-titiler-1  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/starlette/concurrency.py", line 41, in run_in_threadpool
titiler-titiler-1  |     return await anyio.to_thread.run_sync(func, *args)
titiler-titiler-1  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/anyio/to_thread.py", line 31, in run_sync
titiler-titiler-1  |     return await get_asynclib().run_sync_in_worker_thread(
titiler-titiler-1  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 937, in run_sync_in_worker_thread
titiler-titiler-1  |     return await future
titiler-titiler-1  |            ^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 867, in run
titiler-titiler-1  |     result = context.run(func, *args)
titiler-titiler-1  |              ^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/titiler/core/factory.py", line 550, in tile
titiler-titiler-1  |     image = src_dst.tile(
titiler-titiler-1  |             ^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/rio_tiler/io/rasterio.py", line 348, in tile
titiler-titiler-1  |     if not self.tile_exists(tile_x, tile_y, tile_z):
titiler-titiler-1  |            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/rio_tiler/io/base.py", line 103, in tile_exists
titiler-titiler-1  |     tile_bounds = transform_bounds(
titiler-titiler-1  |                   ^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "/opt/bitnami/python/lib/python3.11/site-packages/rasterio/warp.py", line 148, in transform_bounds
titiler-titiler-1  |     dst_crs = CRS.from_user_input(dst_crs)
titiler-titiler-1  |               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
titiler-titiler-1  |   File "rasterio/crs.pyx", line 783, in rasterio.crs.CRS.from_user_input
titiler-titiler-1  | rasterio.errors.CRSError: CRS is invalid: None

I suspect something is wrong with my dataset but not sure what that might be.
Also found some post suggesting that rasterio may not have found gdal data location.

I have tried several random experiments but nothing helped.

Please help.

Screenshot:

[vincentsarago]

your COG do not have proper CRS set

$ rio cogeo info https://testwithfastapi.s3.amazonaws.com/band_22.tif
/Users/vincentsarago/Dev/DevSeed/morecantile/morecantile/models.py:686: UserWarning: TileMatrix not found for level: 25 - Creating values from TMS Scale.
  warnings.warn(
Driver: GTiff
File: https://testwithfastapi.s3.amazonaws.com/band_22.tif
COG: True
Compression: LZW
ColorSpace: None

Profile
    Width:            43200
    Height:           20880
    Bands:            1
    Tiled:            True
    Dtype:            uint16
    NoData:           65535.0
    Alpha Band:       False
    Internal Mask:    False
    Interleave:       BAND
    ColorMap:         False
    ColorInterp:      ('gray',)
    Scales:           (0.011574000120162964,)
    Offsets:          (0.0,)

Geo
    Crs:              None
    Origin:           (-180.00013888885002, 83.99986041515002)
    Resolution:       (0.0083333333, -0.0083333333)
    BoundingBox:      (-180.00013888885002, -90.00013888884997, 179.99985967115003, 83.99986041515002)
    MinZoom:          17
    MaxZoom:          24

...