odm/src/zarr.cpp

#define MICHLIB_NOSOURCE
#include "zarr.h"
#include "copcat.h"
#include <blosc.h>

std::vector<MString> ZarrFunctions::ReadVarNames(const Json::Value& meta)
{
 std::vector<MString> out;
 if(meta.type() != Json::objectValue) return out;
 const auto keys = meta.getMemberNames();
 for(const auto& key: keys)
 {
  if(!key.ends_with("/.zarray")) continue;
  const auto  vname = key.substr(0, key.size() - 8);
  const auto& zattr = meta[vname + "/.zattrs"];
  if(!(zattr && zattr.type() == Json::objectValue)) continue;

  MString name(vname.c_str(), vname.size());
  bool    found = false;
  for(size_t id = 0; id < out.size(); id++)
   if(out[id] == name)
   {
    found = true;
    break;
   }
  if(!found) out.emplace_back(std::move(name));
 }
 return out;
}

Error ZarrFunctions::AddVar(const MString& name, const Json::Value& zattrs, const Json::Value& zarray)
{
 static const MString pref = "Zarr::AddVar";

 VarType newtype;

 Variable::FillType fill;

 // Checks for parameters in zarray
 {
  const auto& cid = zarray["compressor"]["id"];
  if(!cid || cid.type() != Json::stringValue || cid.asString() != "blosc") return {pref, "Unsupported compressor: " + MString(cid.asString().c_str())};
 }
 {
  const auto& zf = zarray["zarr_format"];
  if(!zf || (zf.type() != Json::uintValue && zf.type() != Json::intValue) || zf.asUInt() != 2) return {pref, "Unsupported format version: " + MString(zf.asUInt())};
 }
 {
  const auto& ord = zarray["order"];
  if(!ord || ord.type() != Json::stringValue || ord.asString() != "C") return {pref, "Order in not C"};
 }
 {
  const auto& f = zarray["filters"];
  if(f.type() != Json::nullValue) return {pref, "Filters is not null"};
 }

 // Read dtype
 {
  const auto& dtype = zarray["dtype"];
  if(!dtype || dtype.type() != Json::stringValue) return {pref, "No datatype"};
  const auto str = dtype.asString();
  if(str == "<f4")
   newtype = VarType::FLOAT;
  else if(str == "<f8")
   newtype = VarType::DOUBLE;
  else if(str == "|i1")
   newtype = VarType::INT1;
  else if(str == "|u1")
   newtype = VarType::UINT1;
  else if(str == "<i2")
   newtype = VarType::INT2;
  else if(str == "<i4")
   newtype = VarType::INT4;
  else if(str == "<i8")
   newtype = VarType::INT8;
  else
   return {pref, "Unsupported datatype: " + MString(str.c_str())};
 }

 // Read fill_value
 {
  const auto& fillval = zarray["fill_value"];
  if(!fillval) return {pref, "No fillval"};
  if(fillval.type() == Json::uintValue)
   fill = fillval.asUInt64();
  else if(fillval.type() == Json::intValue)
   fill = fillval.asInt64();
  else if(fillval.type() == Json::realValue)
   fill = fillval.asDouble();
  else if(fillval.type() == Json::stringValue && fillval.asString() == "NaN")
   fill = NAN;
 }

 // Read attributes
 auto atts = ReadAtts(zattrs);

 std::vector<MString> dnames;
 std::vector<size_t>  dsizes;
 std::vector<size_t>  csizes;
 std::vector<size_t>  dids;

 // Read dimensions names
 {
  const auto& arrdim = zattrs["_ARRAY_DIMENSIONS"];
  if(!(arrdim && arrdim.type() == Json::arrayValue)) return {pref, "_ARRAY_DIMENSIONS not found"};
  for(Json::ArrayIndex i = 0; i < arrdim.size(); i++)
   if(const auto& dim = arrdim[i]; dim.type() == Json::stringValue)
   {
    const auto val = dim.asString();
    dnames.emplace_back(val.c_str(), val.size());
   }
 }

 // Read dimensions sizes
 {
  const auto& shape = zarray["shape"];
  if(!(shape && shape.type() == Json::arrayValue)) return {pref, "shape not found"};
  for(Json::ArrayIndex i = 0; i < shape.size(); i++)
   if(const auto& s = shape[i]; s.type() == Json::uintValue || s.type() == Json::intValue) dsizes.push_back(s.asUInt());
 }

 // Read chunk sizes
 {
  const auto& chunk = zarray["chunks"];
  if(!(chunk && chunk.type() == Json::arrayValue)) return {pref, "chunks not found"};
  for(Json::ArrayIndex i = 0; i < chunk.size(); i++)
   if(const auto& c = chunk[i]; c.type() == Json::uintValue || c.type() == Json::intValue) csizes.push_back(c.asUInt());
 }

 if(dnames.size() != dsizes.size() || dnames.size() != csizes.size()) return {pref, "shape and chunks are in contradiction"};

 dids.resize(dnames.size());

 // Check dimensions names and sizes
 for(size_t i = 0; i < dnames.size(); i++)
 {
  bool found = false;
  for(size_t id = 0; id < dims.size(); id++)
   if(dims[id].Name() == dnames[i])
   {
    found = true;
    if(dims[id].Size() != dsizes[i])
     return {pref, "According to previous data, the dimension " + dnames[i] + " has a size of " + dims[id].Size() + ", but here it is defined as " + dsizes[i]};
    dids[i] = id;
    break;
   }
  if(!found)
  {
   dids[i] = dims.size();
   dims.emplace_back(dnames[i], dsizes[i]);
  }
 }

 vars.emplace_back(name, newtype, std::move(dids), std::move(atts), fill);
 chunks.push_back(std::move(csizes));

 return Error();
}

Error ZarrFunctions::GetChunk(const MString& var, const std::vector<size_t>& chunkind, size_t chunksize, size_t elsize, void* data, const void* fill) const
{
 static const MString pref = "Zarr::GetChunk";

 MString str = url + "/" + var + "/";
 for(size_t i = 0; i < chunkind.size(); i++) str += (i == 0 ? "" : ".") + MString(chunkind[i]);

 auto [content, suc] = cache->Get(str);

 if(!suc)
 {
  michlib::message(str + " not found in cache, downloading");
  auto [out, res] = GetUrl(chandle, str);
  if(res != CURLE_OK) return Error(pref, MString("can't download chunk: ") + chandle.Err());
  long respcode;
  curl_easy_getinfo(chandle, CURLINFO_RESPONSE_CODE, &respcode);
  michlib::message("Response: ", respcode);
  if(respcode == 403) out = ""; // Failed chunk download mean that this chunk contains only fill
  cache->Put(str, out, 3600);
  content = std::move(out);
 }

 if(content.Exist())
 {
  size_t nb, cb, bs;
  blosc_cbuffer_sizes(content.Buf(), &nb, &cb, &bs);
  if(cb != content.Len()) return Error(pref, MString("bytes download: ") + content.Len() + ", but compressed bytes " + cb);
  if(nb != chunksize * elsize) return Error(pref, MString("decompressed bytes: ") + nb + ", but buffer size " + chunksize * elsize);
  auto res = blosc_decompress_ctx(content.Buf(), data, chunksize * elsize, 1);
  if(int_cast<size_t>(res) != chunksize * elsize) return Error(pref, MString("decompress only ") + res + " bytes of " + chunksize * elsize);
 }
 else
 {
  if(fill == nullptr) return Error(pref, MString("can't download chunk: ") + chandle.Err());
  for(size_t i = 0; i < chunksize; i++) memcpy(michlib::P1(data) + i * elsize, fill, elsize);
 }

 return Error();
}

Error ZarrFunctions::Open(const MString& product, const MString& dataset, bool time)
{
 static const MString pref = "Zarr::Open";

 gats.clear();
 dims.clear();
 vars.clear();

 CopernicusCatalog cat;
 Json::Value       json;

 {
  auto urlret = time ? cat.DatasetTimeURL(product, dataset) : cat.DatasetGeoURL(product, dataset);
  if(!urlret) return urlret.Add(pref, "Can't get url for the dataset " + dataset + " of product " + product);
  url = urlret.Value();

  auto ret = cat.GetJSON(url + "/.zmetadata");
  if(ret)
   json = ret.Value();
  else
   return ret.Add(pref, "can't download .zmetadata");
 }

 const auto& meta = json["metadata"];
 if(!meta) return {pref, "No \"metadata\" key in JSON data"};

 if(meta[".zattrs"]) gats = ReadAtts(meta[".zattrs"]);
 auto vnames = ReadVarNames(meta);

 for(size_t i = 0; i < vnames.size(); i++)
 {
  auto err = AddVar(vnames[i], meta[(vnames[i] + "/.zattrs").Buf()], meta[(vnames[i] + "/.zarray").Buf()]);
  if(!err) return err.Add(pref, "Can't init variable " + vnames[i]);
 }

 return Error();
}